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Hi everyone,
Hi everyone,
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I'd like to share our project on open-type Named Entity Recognition (NER). Our model uses a transformer encoder (BERT-like), making the computation overhead very minimal compared to use of LLMs. I've developed a demo that runs on CPU on Google Colab.
I'd like to share our project on open-type Named Entity Recognition (NER). Our model uses a transformer encoder (BERT-like), making the computation overhead very minimal compared to use of LLMs. I've developed a demo that runs on CPU on Google Colab.
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Colab Demo: 
Colab Demo: 
link
https://colab.research.google.com/drive/1mhalKWzmfSTqMnR0wQBZvt9-ktTsATHB?usp=sharing
https://colab.research.google.com/drive/1mhalKWzmfSTqMnR0wQBZvt9-ktTsATHB?usp=sharing
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Code: 
Code: 
link
https://github.com/urchade/GLiNER
https://github.com/urchade/GLiNER
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Paper: 
Paper: 
link
https://arxiv.org/abs/2311.08526
https://arxiv.org/abs/2311.08526
Hi everyone,

I'd like to share our project on open-type Named Entity Recognition (NER). Our model uses a transformer encoder (BERT-like), making the computation overhead very minimal compared to use of LLMs. I've developed a demo that runs on CPU on Google Colab.

Colab Demo: https://colab.research.google.com/drive/1mhalKWzmfSTqMnR0wQBZvt9-ktTsATHB?usp=sharing

Code: https://github.com/urchade/GLiNER

Paper: https://arxiv.org/abs/2311.08526
❤️
clem NePe sgarbi osanseviero samusenps Tanvir1337 medmac01 merve ruman1 awinml maortal Antoine imihalcea richgjacksonaz Bailefan eek
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Tom Aarsen
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Mitesh Yadav
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Omar Sanseviero
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Urchade Zaratiana
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adam field
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