NEUDM/arts · Datasets at Hugging Face

task_type stringclasses 1 value	dataset stringclasses 1 value	input list	output list	situation stringclasses 1 value	instruction stringclasses 1 value
generation	arts	[ "It has all the expected features and more +plus a wide screen and more than roomy keyboard, but I complain OS." ]	[ "keyboard", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It has all the expected features and more +plus a wide screen and more than roomy keyboard." ]	[ "features", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It has all the not expected features and more + plus a wide screen but more than roomy keyboard." ]	[ "features", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It has all the expected features and more + plus a narrow screen but more than not roomy keyboard." ]	[ "features", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "It has all the expected features and more +plus a wide screen and more than roomy keyboard, but windows 8 is a complaint, volume is crappy and slot is an issue." ]	[ "features", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "And I may be the only one but I am really liking Windows 8." ]	[ "Windows 8", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "And I may be the only one but I am really dislike Windows 8." ]	[ "Windows 8", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "And I may be the only one but I am really liking Windows 8; sdxc slot is silly." ]	[ "Windows 8", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "If you start on the far right side and scroll to your left the start menu will automatically come up." ]	[ "start menu", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "If you start on the far right side and scroll to your left the start menu will automatically come up, but looks is great, windows 8 is annoying and track pad is not very good." ]	[ "start menu", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Lastly, Windows 8 is annoying." ]	[ "Windows 8", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Lastly, Windows 8 is not annoying." ]	[ "Windows 8", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Lastly, Windows 8 is annoying, but build is strong, boots up is quick and product quality is unmatched." ]	[ "Windows 8", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Thank goodness for OpenOffice!" ]	[ "OpenOffice", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Thank no one for OpenOffice!" ]	[ "OpenOffice", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Thank goodness for OpenOffice, but application is a crash, fonts is small and ventilation system is hot." ]	[ "OpenOffice", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I got the new adapter and there was no change." ]	[ "adapter", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I got the old adapter and there was shift." ]	[ "adapter", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I got the new adapter and there was no change, but on/off switch is obscure." ]	[ "adapter", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "so i called technical support." ]	[ "technical support", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "so i called technical support because the performance is slow." ]	[ "technical support", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The sound was crappy even when you turn up the volume still the same results." ]	[ "sound", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The sound was not crappy even when you turn up the volume still the same results." ]	[ "sound", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The sound was crappy even when you turn up the volume still the same results, but screen is sharp." ]	[ "sound", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The sound was crappy even when you turn up the volume still the same results." ]	[ "volume", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The sound was not crappy even when you turn up the volume still the same results." ]	[ "volume", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The sound was crappy even when you turn up the volume still the same results, but product quality is unmatched." ]	[ "volume", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The technical support was not helpful as well." ]	[ "technical support", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The technical support was handy as well." ]	[ "technical support", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The technical support was not helpful as well, but safari browser is quick and ms office 2011 for mac is well worth." ]	[ "technical support", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "the volume is really low to low for a laptopwas not expectin t volume to be so lowan i hate that about this computer" ]	[ "volume", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "the volume is really high to low for a laptopwas not expectin t volume to be so lowan i love that about this computer" ]	[ "volume", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "the volume is really low to low for a laptopwas not expectin t volume to be so lowan i hate that about this computer, but works is great, body is good and graphics stuff is nice." ]	[ "volume", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "the volume is really low to low for a laptopwas not expectin t volume to be so lowan i hate that about this computer" ]	[ "volume", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "the volume is really high for a laptop, was not expecting the volume to be so high and i love that about this computer" ]	[ "volume", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "the volume is really low to low for a laptopwas not expectin t volume to be so lowan i hate that about this computer, but up is wonderful and works is great." ]	[ "volume", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The battery was completely dead, in fact it had grown about a quarter inch thick lump on the underside." ]	[ "battery", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The battery still works, even though it had grown about a quarter inch thick lump on the underside." ]	[ "battery", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The battery was completely dead, in fact it had grown about a quarter inch thick lump on the underside, but ms office 2011 for mac is well worth." ]	[ "battery", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I called Toshiba where I gave them the serial number and they informed me that they were having issues with the mother boards." ]	[ "mother boards", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I called Toshiba where I gave them the serial number and they informed me that they were having not issues with the mother boards." ]	[ "mother boards", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "I called Toshiba where I gave them the serial number and they informed me that they were having issues with the mother boards, but OS is great." ]	[ "mother boards", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "But the performance of Mac Mini is a huge disappointment." ]	[ "performance", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "But the performance of Mac Mini is not a huge disappointment." ]	[ "performance", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "But the performance of Mac Mini is a huge disappointment, but screen is a love, touch pad is fine and durability is strong." ]	[ "performance", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The only thing I dislike is the touchpad, alot of the times its unresponsive and does things I dont want it too, I would recommend using a mouse with it." ]	[ "touchpad", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The only thing I liking is the touchpad, alot of the times its responsive but does things I do nt want it too, I would recommend using a mouse with it." ]	[ "touchpad", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The only thing I dislike is the touchpad, alot of the times its unresponsive and does things I do nt want it too, I would decidedly recommend using a mouse with it." ]	[ "touchpad", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The only thing I dislike is the touchpad, alot of the times its unresponsive and does things I dont want it too, I would recommend using a mouse with it, but carry is easy, configure is intuitive and built-in apps is amazing." ]	[ "touchpad", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The only thing I dislike is the touchpad, alot of the times its unresponsive and does things I dont want it too, I would recommend using a mouse with it." ]	[ "mouse", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The only thing I dislike is the touchpad, alot of the times its unresponsive but does things I do nt want it too, I would not recommend using a mouse with it." ]	[ "mouse", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The only thing I deeply dislike is the touchpad, alot of the times its extremely unresponsive and does things I do nt want it too, I would recommend using a mouse with it." ]	[ "mouse", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The only thing I dislike is the touchpad, alot of the times its unresponsive and does things I dont want it too, I would recommend using a mouse with it, but delivery is great, downloading apps is a breeze and create your own bookmarks is easy." ]	[ "mouse", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "(but Office can be purchased) IF I ever need a laptop again I am for sure purchasing another Toshiba!!" ]	[ "Office", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "(but Office can be purchased) IF I ever need a laptop again I am for sure purchasing another Toshiba; apps is beautiful." ]	[ "Office", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "it has all the features that we expected and the price was good, working well so far." ]	[ "working", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "it has all the features that we expected but the price was good, working badly so far." ]	[ "working", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "it has all the features that we expected but the price was bad, working well so far." ]	[ "working", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "it has all the features that we expected and the price was good, working well so far, but range is poor and keyboard is not very sensitive." ]	[ "working", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "it has all the features that we expected and the price was good, working well so far." ]	[ "price", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "it has all the features that we expected but the price was bad, working well so far." ]	[ "price", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "it has all the features that we expected but the price was good, working badly so far." ]	[ "price", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "it has all the features that we expected and the price was good, working well so far, but profile is critical." ]	[ "price", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "it has all the features that we expected and the price was good, working well so far." ]	[ "features", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "it has all the features that we expected and the price was good, working well so far, but I dislike rubber pads, hardware is bad and sound is crappy." ]	[ "features", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required." ]	[ "USB ports", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was not required." ]	[ "USB ports", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required, but on/off switch is obscure, windows 8 is annoying and finger swipes is fancy." ]	[ "USB ports", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required." ]	[ "disk drive", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was not required." ]	[ "disk drive", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required, but on/off switch is obscure, I don't enjoy windows 8 and ox is an overbearing." ]	[ "disk drive", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required." ]	[ "WiFi capability", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was not required." ]	[ "WiFi capability", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required, but I don't enjoy windows 8." ]	[ "WiFi capability", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Nice screen, keyboard works great!" ]	[ "keyboard", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Nice screen, keyboard doesn't work great though." ]	[ "keyboard", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Nasty screen, keyboard works great!" ]	[ "keyboard", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Nice screen, keyboard works great, but mountain lion is slow and I don't like windows 8." ]	[ "keyboard", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Nice screen, keyboard works great!" ]	[ "screen", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Bad screen, but keyboard works great!" ]	[ "screen", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Nice screen, keyboard works not great!" ]	[ "screen", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Nice screen, keyboard works great, but windows 8 is annoying." ]	[ "screen", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The Mac Mini is probably the simplest example of compact computing out there." ]	[ "compact computing", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The Mac Mini is probably the not simplest example of compact computing out there." ]	[ "compact computing", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "The Mac Mini is probably the simplest example of compact computing out there, but instructions is a lack, hard drive is poor and volume is crappy." ]	[ "compact computing", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Not sure on Windows 8." ]	[ "Windows 8", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Not confident on Windows 8." ]	[ "Windows 8", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Not sure on Windows 8, but presentation is excellent, works is great and integrate Bluetooth devices is easy." ]	[ "Windows 8", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Biggest complaint is Windows 8 ." ]	[ "Windows 8", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Biggest praise is Windows 8" ]	[ "Windows 8", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Biggest complaint is Windows 8 , but quality is a superlatives and hardware performance is impressive." ]	[ "Windows 8", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Fine if you have a touch screen." ]	[ "touch screen", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Okay if you have a touch screen." ]	[ "touch screen", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Fine if you have a touch screen, but built in features is great help." ]	[ "touch screen", "neutral" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Once you get past learning how to use the poorly designed Windows 8 Set-Up you may feel frustrated." ]	[ "Windows 8 Set-Up", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Once you get past learning how to use the not poorly designed Windows 8 Set-Up you may feel frustrated not frustrated" ]	[ "Windows 8 Set-Up", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Once you get past learning how to use the poorly designed Windows 8 Set-Up you may feel frustrated, but speed is much more and operating system is excellent." ]	[ "Windows 8 Set-Up", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Exactly as posted plus a great value." ]	[ "value", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Exactly as posted plus a terrible value." ]	[ "value", "negative" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]
generation	arts	[ "Exactly as posted plus a great value, but performance is a disappointment." ]	[ "value", "positive" ]	none	Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It has all the expected features and more +plus a wide screen and more than roomy keyboard, but I complain OS." ]

[ "keyboard", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It has all the expected features and more +plus a wide screen and more than roomy keyboard." ]

[ "features", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It has all the not expected features and more + plus a wide screen but more than roomy keyboard." ]

[ "features", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It has all the expected features and more + plus a narrow screen but more than not roomy keyboard." ]

[ "features", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "It has all the expected features and more +plus a wide screen and more than roomy keyboard, but windows 8 is a complaint, volume is crappy and slot is an issue." ]

[ "features", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "And I may be the only one but I am really liking Windows 8." ]

[ "Windows 8", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "And I may be the only one but I am really dislike Windows 8." ]

[ "Windows 8", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "And I may be the only one but I am really liking Windows 8; sdxc slot is silly." ]

[ "Windows 8", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "If you start on the far right side and scroll to your left the start menu will automatically come up." ]

[ "start menu", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "If you start on the far right side and scroll to your left the start menu will automatically come up, but looks is great, windows 8 is annoying and track pad is not very good." ]

[ "start menu", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Lastly, Windows 8 is annoying." ]

[ "Windows 8", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Lastly, Windows 8 is not annoying." ]

[ "Windows 8", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Lastly, Windows 8 is annoying, but build is strong, boots up is quick and product quality is unmatched." ]

[ "Windows 8", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Thank goodness for OpenOffice!" ]

[ "OpenOffice", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Thank no one for OpenOffice!" ]

[ "OpenOffice", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Thank goodness for OpenOffice, but application is a crash, fonts is small and ventilation system is hot." ]

[ "OpenOffice", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I got the new adapter and there was no change." ]

[ "adapter", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I got the old adapter and there was shift." ]

[ "adapter", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I got the new adapter and there was no change, but on/off switch is obscure." ]

[ "adapter", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "so i called technical support." ]

[ "technical support", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "so i called technical support because the performance is slow." ]

[ "technical support", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The sound was crappy even when you turn up the volume still the same results." ]

[ "sound", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The sound was not crappy even when you turn up the volume still the same results." ]

[ "sound", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The sound was crappy even when you turn up the volume still the same results, but screen is sharp." ]

[ "sound", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The sound was crappy even when you turn up the volume still the same results." ]

[ "volume", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The sound was not crappy even when you turn up the volume still the same results." ]

[ "volume", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The sound was crappy even when you turn up the volume still the same results, but product quality is unmatched." ]

[ "volume", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The technical support was not helpful as well." ]

[ "technical support", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The technical support was handy as well." ]

[ "technical support", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The technical support was not helpful as well, but safari browser is quick and ms office 2011 for mac is well worth." ]

[ "technical support", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "the volume is really low to low for a laptopwas not expectin t volume to be so lowan i hate that about this computer" ]

[ "volume", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "the volume is really high to low for a laptopwas not expectin t volume to be so lowan i love that about this computer" ]

[ "volume", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "the volume is really low to low for a laptopwas not expectin t volume to be so lowan i hate that about this computer, but works is great, body is good and graphics stuff is nice." ]

[ "volume", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "the volume is really low to low for a laptopwas not expectin t volume to be so lowan i hate that about this computer" ]

[ "volume", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "the volume is really high for a laptop, was not expecting the volume to be so high and i love that about this computer" ]

[ "volume", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "the volume is really low to low for a laptopwas not expectin t volume to be so lowan i hate that about this computer, but up is wonderful and works is great." ]

[ "volume", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The battery was completely dead, in fact it had grown about a quarter inch thick lump on the underside." ]

[ "battery", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The battery still works, even though it had grown about a quarter inch thick lump on the underside." ]

[ "battery", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The battery was completely dead, in fact it had grown about a quarter inch thick lump on the underside, but ms office 2011 for mac is well worth." ]

[ "battery", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I called Toshiba where I gave them the serial number and they informed me that they were having issues with the mother boards." ]

[ "mother boards", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I called Toshiba where I gave them the serial number and they informed me that they were having not issues with the mother boards." ]

[ "mother boards", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "I called Toshiba where I gave them the serial number and they informed me that they were having issues with the mother boards, but OS is great." ]

[ "mother boards", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "But the performance of Mac Mini is a huge disappointment." ]

[ "performance", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "But the performance of Mac Mini is not a huge disappointment." ]

[ "performance", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "But the performance of Mac Mini is a huge disappointment, but screen is a love, touch pad is fine and durability is strong." ]

[ "performance", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The only thing I dislike is the touchpad, alot of the times its unresponsive and does things I dont want it too, I would recommend using a mouse with it." ]

[ "touchpad", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The only thing I liking is the touchpad, alot of the times its responsive but does things I do nt want it too, I would recommend using a mouse with it." ]

[ "touchpad", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The only thing I dislike is the touchpad, alot of the times its unresponsive and does things I do nt want it too, I would decidedly recommend using a mouse with it." ]

[ "touchpad", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The only thing I dislike is the touchpad, alot of the times its unresponsive and does things I dont want it too, I would recommend using a mouse with it, but carry is easy, configure is intuitive and built-in apps is amazing." ]

[ "touchpad", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The only thing I dislike is the touchpad, alot of the times its unresponsive and does things I dont want it too, I would recommend using a mouse with it." ]

[ "mouse", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The only thing I dislike is the touchpad, alot of the times its unresponsive but does things I do nt want it too, I would not recommend using a mouse with it." ]

[ "mouse", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The only thing I deeply dislike is the touchpad, alot of the times its extremely unresponsive and does things I do nt want it too, I would recommend using a mouse with it." ]

[ "mouse", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The only thing I dislike is the touchpad, alot of the times its unresponsive and does things I dont want it too, I would recommend using a mouse with it, but delivery is great, downloading apps is a breeze and create your own bookmarks is easy." ]

[ "mouse", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "(but Office can be purchased) IF I ever need a laptop again I am for sure purchasing another Toshiba!!" ]

[ "Office", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "(but Office can be purchased) IF I ever need a laptop again I am for sure purchasing another Toshiba; apps is beautiful." ]

[ "Office", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "it has all the features that we expected and the price was good, working well so far." ]

[ "working", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "it has all the features that we expected but the price was good, working badly so far." ]

[ "working", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "it has all the features that we expected but the price was bad, working well so far." ]

[ "working", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "it has all the features that we expected and the price was good, working well so far, but range is poor and keyboard is not very sensitive." ]

[ "working", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "it has all the features that we expected and the price was good, working well so far." ]

[ "price", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "it has all the features that we expected but the price was bad, working well so far." ]

[ "price", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "it has all the features that we expected but the price was good, working badly so far." ]

[ "price", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "it has all the features that we expected and the price was good, working well so far, but profile is critical." ]

[ "price", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "it has all the features that we expected and the price was good, working well so far." ]

[ "features", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "it has all the features that we expected and the price was good, working well so far, but I dislike rubber pads, hardware is bad and sound is crappy." ]

[ "features", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required." ]

[ "USB ports", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was not required." ]

[ "USB ports", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required, but on/off switch is obscure, windows 8 is annoying and finger swipes is fancy." ]

[ "USB ports", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required." ]

[ "disk drive", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was not required." ]

[ "disk drive", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required, but on/off switch is obscure, I don't enjoy windows 8 and ox is an overbearing." ]

[ "disk drive", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required." ]

[ "WiFi capability", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was not required." ]

[ "WiFi capability", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "WiFi capability, disk drive and multiple USB ports to connect scale and printers was all that was required, but I don't enjoy windows 8." ]

[ "WiFi capability", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Nice screen, keyboard works great!" ]

[ "keyboard", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Nice screen, keyboard doesn't work great though." ]

[ "keyboard", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Nasty screen, keyboard works great!" ]

[ "keyboard", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Nice screen, keyboard works great, but mountain lion is slow and I don't like windows 8." ]

[ "keyboard", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Nice screen, keyboard works great!" ]

[ "screen", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Bad screen, but keyboard works great!" ]

[ "screen", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Nice screen, keyboard works not great!" ]

[ "screen", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Nice screen, keyboard works great, but windows 8 is annoying." ]

[ "screen", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The Mac Mini is probably the simplest example of compact computing out there." ]

[ "compact computing", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The Mac Mini is probably the not simplest example of compact computing out there." ]

[ "compact computing", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "The Mac Mini is probably the simplest example of compact computing out there, but instructions is a lack, hard drive is poor and volume is crappy." ]

[ "compact computing", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Not sure on Windows 8." ]

[ "Windows 8", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Not confident on Windows 8." ]

[ "Windows 8", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Not sure on Windows 8, but presentation is excellent, works is great and integrate Bluetooth devices is easy." ]

[ "Windows 8", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Biggest complaint is Windows 8 ." ]

[ "Windows 8", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Biggest praise is Windows 8" ]

[ "Windows 8", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Biggest complaint is Windows 8 , but quality is a superlatives and hardware performance is impressive." ]

[ "Windows 8", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Fine if you have a touch screen." ]

[ "touch screen", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Okay if you have a touch screen." ]

[ "touch screen", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Fine if you have a touch screen, but built in features is great help." ]

[ "touch screen", "neutral" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Once you get past learning how to use the poorly designed Windows 8 Set-Up you may feel frustrated." ]

[ "Windows 8 Set-Up", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Once you get past learning how to use the not poorly designed Windows 8 Set-Up you may feel frustrated not frustrated" ]

[ "Windows 8 Set-Up", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Once you get past learning how to use the poorly designed Windows 8 Set-Up you may feel frustrated, but speed is much more and operating system is excellent." ]

[ "Windows 8 Set-Up", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Exactly as posted plus a great value." ]

[ "value", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Exactly as posted plus a terrible value." ]

[ "value", "negative" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]

generation

arts

[ "Exactly as posted plus a great value, but performance is a disappointment." ]

[ "value", "positive" ]

none

Task: Extracting aspect terms and their corresponding sentiment polarities. Input: A sentence. Output: A list of 2-tuples, where each tuple contains the extracted aspect term, and its sentiment polarity. Supplement: "Null" means that there is no occurrence in the sentence. Example: Sentence: "3D rendering not slows it down considerably." Output: ["3D rendering", "negative"]