Update README.md

README.md

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 PEARL-base is finetuned on [E5-base](https://huggingface.co/intfloat/e5-base-v2), 
 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. 
+If you require semantic similarity computation for strings, our PEARL model might be a helpful tool.<br> 
+It offers powerful embeddings suitable for tasks like string matching, entity retrieval, entity clustering, and fuzzy join.
+
+
 
 | Model |Size|Avg| PPDB | PPDB filtered |Turney|BIRD|YAGO|UMLS|CoNLL|BC5CDR|AutoFJ|
 |-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|-----------------|