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@@ -9,7 +9,6 @@ tags:
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  - Entity Retrieval
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  - transformers
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  - sentence-transformers
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- pipeline_tag: sentence-similarity
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  ---
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  ## PEARL-small
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  [Learning High-Quality and General-Purpose Phrase Representations](https://arxiv.org/pdf/2401.10407.pdf). <br>
@@ -50,7 +49,7 @@ The FastText model here is `crawl-300d-2M-subword.bin`.
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  ## Usage
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  ### Sentence Transformers
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- PEARL is integrated with the Sentence Transformers library, and can be used like so:
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  ```python
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  from sentence_transformers import SentenceTransformer, util
 
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  - Entity Retrieval
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  - transformers
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  - sentence-transformers
 
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  ---
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  ## PEARL-small
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  [Learning High-Quality and General-Purpose Phrase Representations](https://arxiv.org/pdf/2401.10407.pdf). <br>
 
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  ## Usage
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  ### Sentence Transformers
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+ PEARL is integrated with the Sentence Transformers library (Thanks for [Tom Aarsen](https://huggingface.co/tomaarsen)'s contribution), and can be used like so:
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  ```python
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  from sentence_transformers import SentenceTransformer, util