Update README.md

README.md

@@ -14,7 +14,11 @@ tags:
 <br> Accepted by EACL Findings 2024
 
 PEARL-small is finetuned on [E5-small](https://huggingface.co/intfloat/e5-small-v2), 
-which can yield better representations for various downstream tasks such as entity clustering, entity retrieval and fuzzy join.
+which can yield better representations for phrases and strings. <br>
+If you are computing the semantic similarity of strings, you may need our PEARL model.<br>
+It can produce powerful embeddings for various tasks, 
+such as string matching, entity retrieval, entity clustering and fuzzy join. 
+
 
 | Model |Size|Avg| PPDB | PPDB filtered |Turney|BIRD|YAGO|UMLS|CoNLL|BC5CDR|AutoFJ|
 |-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|