siyue zhang

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upvoted a paper 16 days ago

MRMR: A Realistic and Expert-Level Multidisciplinary Benchmark for Reasoning-Intensive Multimodal Retrieval

Paper • 2510.09510 • Published 19 days ago • 7

upvoted a paper 3 months ago

AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research

Paper • 2507.13300 • Published Jul 17 • 19

upvoted 5 papers 4 months ago

Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers

Paper • 2507.06223 • Published Jul 8 • 13

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers

Paper • 2507.02694 • Published Jul 3 • 19

MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research

Paper • 2505.19955 • Published May 26 • 12

SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks

Paper • 2507.01001 • Published Jul 1 • 47

Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure

Paper • 2506.12278 • Published Jun 13 • 16

upvoted 2 papers 5 months ago

Table-R1: Inference-Time Scaling for Table Reasoning

Paper • 2505.23621 • Published May 29 • 94

VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos

Paper • 2505.23693 • Published May 29 • 55

upvoted a collection 5 months ago

VLM2Vec

Collection

The VLM2Vec embedding models. • 11 items • Updated Jul 8 • 6

upvoted 3 papers 5 months ago

Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models

Paper • 2505.02686 • Published May 5 • 16

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 54

GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16 • 60

upvoted a paper 7 months ago

PHYSICS: Benchmarking Foundation Models on University-Level Physics Problem Solving

Paper • 2503.21821 • Published Mar 26 • 20

upvoted a paper 8 months ago

IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval

Paper • 2503.04644 • Published Mar 6 • 21

upvoted a paper 9 months ago

MMVU: Measuring Expert-Level Multi-Discipline Video Understanding

Paper • 2501.12380 • Published Jan 21 • 85