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Ashwin Mathur
awinml
AI & ML interests
LLMs | NLP
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Reacted to
urchade's
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9 months ago
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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
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
- 8 replies
Librarian Bot: Add language metadata for dataset
#1 opened 9 months ago
by
librarian-bot
librarian-bot
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