Update README.md

README.md

@@ -17,8 +17,8 @@ Typosquatting is a form of cyber attack where malicious actors create fake domai
 
 ### Models
 
-- **Embedder**: This model provides a representation for domain names and is used to mine similar domains. It is available in both a RoBERTa-based version (with BPE tokenization) and a CANINE-c version (with character-level encoding).
-- **Cross-Encoder**: This model can compare two domain names and determine if one domain is a typosquat of another. It is available in both a RoBERTa-based version (with BPE tokenization) and a CANINE-c version (with character-level encoding).
+- **Embedder**: This model provides a representation for domain names and is used to mine similar domains.
+- **Cross-Encoder**: This model can compare two domain names and determine if one domain is a typosquat of another.
 - **T5 Typosquat Detection**: This model is a derived version of T5 trained on a new task, with the prefix "Is the first domain a typosquat of the second:" to which we append *TYPOSQUAT_DOMAIN* and *LEGITIMATE_DOMAIN*.
 
 ### Datasets