Enhancing Protein-Protein Interaction Recognition Accuracy in Large Language Models through Sentence Reduction and Few-Shot Learning

Yi-Yun Chou; Li-Kai Chen; Wei-Ren Liu; Hong-Jie Dai; Ching-Tai Chen

Enhancing Protein-Protein Interaction Recognition Accuracy in Large Language Models through Sentence Reduction and Few-Shot Learning

Yi-Yun Chou, Li-Kai Chen, Wei-Ren Liu, Hong-Jie Dai, Ching-Tai Chen

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Anthology ID:: 2024.rocling-1.10
Volume:: Proceedings of the 36th Conference on Computational Linguistics and Speech Processing (ROCLING 2024)
Month:: November
Year:: 2024
Address:: Taipei City, Taiwan
Editors:: Shu-Chuan Tseng, Yu Tsao, Hen-Hsen Huang, Yao-Chung Fan, Chia-Hui Chang
Venue:: ROCLING
SIG:
Publisher:: The Association for Computational Linguistics and Chinese Language Processing (ACLCLP)
Note:
Pages:: 74–83
Language:
URL:: https://aclanthology.org/2024.rocling-1.10/
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Cite (ACL):: Yi-Yun Chou, Li-Kai Chen, Wei-Ren Liu, Hong-Jie Dai, and Ching-Tai Chen. 2024. Enhancing Protein-Protein Interaction Recognition Accuracy in Large Language Models through Sentence Reduction and Few-Shot Learning. In Proceedings of the 36th Conference on Computational Linguistics and Speech Processing (ROCLING 2024), pages 74–83, Taipei City, Taiwan. The Association for Computational Linguistics and Chinese Language Processing (ACLCLP).
Cite (Informal):: Enhancing Protein-Protein Interaction Recognition Accuracy in Large Language Models through Sentence Reduction and Few-Shot Learning (Chou et al., ROCLING 2024)
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PDF:: https://aclanthology.org/2024.rocling-1.10.pdf

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@inproceedings{chou-etal-2024-enhancing,
    title = "Enhancing Protein-Protein Interaction Recognition Accuracy in Large Language Models through Sentence Reduction and Few-Shot Learning",
    author = "Chou, Yi-Yun  and
      Chen, Li-Kai  and
      Liu, Wei-Ren  and
      Dai, Hong-Jie  and
      Chen, Ching-Tai",
    editor = "Tseng, Shu-Chuan  and
      Tsao, Yu  and
      Huang, Hen-Hsen  and
      Fan, Yao-Chung  and
      Chang, Chia-Hui",
    booktitle = "Proceedings of the 36th Conference on Computational Linguistics and Speech Processing (ROCLING 2024)",
    month = nov,
    year = "2024",
    address = "Taipei City, Taiwan",
    publisher = "The Association for Computational Linguistics and Chinese Language Processing (ACLCLP)",
    url = "https://aclanthology.org/2024.rocling-1.10/",
    pages = "74--83"
}

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%0 Conference Proceedings
%T Enhancing Protein-Protein Interaction Recognition Accuracy in Large Language Models through Sentence Reduction and Few-Shot Learning
%A Chou, Yi-Yun
%A Chen, Li-Kai
%A Liu, Wei-Ren
%A Dai, Hong-Jie
%A Chen, Ching-Tai
%Y Tseng, Shu-Chuan
%Y Tsao, Yu
%Y Huang, Hen-Hsen
%Y Fan, Yao-Chung
%Y Chang, Chia-Hui
%S Proceedings of the 36th Conference on Computational Linguistics and Speech Processing (ROCLING 2024)
%D 2024
%8 November
%I The Association for Computational Linguistics and Chinese Language Processing (ACLCLP)
%C Taipei City, Taiwan
%F chou-etal-2024-enhancing
%U https://aclanthology.org/2024.rocling-1.10/
%P 74-83

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Markdown (Informal)

[Enhancing Protein-Protein Interaction Recognition Accuracy in Large Language Models through Sentence Reduction and Few-Shot Learning](https://aclanthology.org/2024.rocling-1.10/) (Chou et al., ROCLING 2024)

Enhancing Protein-Protein Interaction Recognition Accuracy in Large Language Models through Sentence Reduction and Few-Shot Learning (Chou et al., ROCLING 2024)

ACL

Yi-Yun Chou, Li-Kai Chen, Wei-Ren Liu, Hong-Jie Dai, and Ching-Tai Chen. 2024. Enhancing Protein-Protein Interaction Recognition Accuracy in Large Language Models through Sentence Reduction and Few-Shot Learning. In Proceedings of the 36th Conference on Computational Linguistics and Speech Processing (ROCLING 2024), pages 74–83, Taipei City, Taiwan. The Association for Computational Linguistics and Chinese Language Processing (ACLCLP).