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- Fuzzy Join
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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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[Lihu Chen](https://chenlihu.com), [Gaël Varoquaux](https://gael-varoquaux.info/), [Fabian M. Suchanek](https://suchanek.name/).
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<br> Accepted by EACL Findings 2024
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PEARL-small is finetuned on [E5-small](https://huggingface.co/intfloat/e5-small-v2),
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which can yield better representations for phrases and strings. <br>
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If you require semantic similarity computation for strings, our PEARL model might be a helpful tool.<br>
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It offers powerful embeddings suitable for tasks like string matching, entity retrieval, entity clustering, and fuzzy join.
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| Model |Size|Avg| PPDB | PPDB filtered |Turney|BIRD|YAGO|UMLS|CoNLL|BC5CDR|AutoFJ|
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- Fuzzy Join
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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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[Lihu Chen](https://chenlihu.com), [Gaël Varoquaux](https://gael-varoquaux.info/), [Fabian M. Suchanek](https://suchanek.name/).
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<br> Accepted by EACL Findings 2024 <br>
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PEARL-small is finetuned on [E5-small](https://huggingface.co/intfloat/e5-small-v2),
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which can yield better representations for phrases and strings. <br>
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If you require semantic similarity computation for strings, our PEARL model might be a helpful tool.<br>
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It offers powerful embeddings suitable for tasks like string matching, entity retrieval, entity clustering, and fuzzy join.
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🤗 [PEARL-small](https://huggingface.co/Lihuchen/pearl_small) 🤗 [PEARL-base](https://huggingface.co/Lihuchen/pearl_base)
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<br>
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| Model |Size|Avg| PPDB | PPDB filtered |Turney|BIRD|YAGO|UMLS|CoNLL|BC5CDR|AutoFJ|
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