KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction

Zixuan Li; Yutao Zeng; Yuxin Zuo; Weicheng Ren; Wenxuan Liu; Miao Su; Yucan Guo; Yantao Liu; Xiang Li; Zhilei Hu; Long Bai; Wei Li; Yidan Liu; Pan Yang; Xiaolong Jin; Jiafeng Guo; Xueqi Cheng (程学旗)

doi:10.18653/v1/2024.acl-long.475

KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction

Zixuan Li, Yutao Zeng, Yuxin Zuo, Weicheng Ren, Wenxuan Liu, Miao Su, Yucan Guo, Yantao Liu, Xiang Li, Zhilei Hu, Long Bai, Wei Li, Yidan Liu, Pan Yang, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng

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Anthology ID:: 2024.acl-long.475
Volume:: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Month:: August
Year:: 2024
Address:: Bangkok, Thailand
Editors:: Lun-Wei Ku, Andre Martins, Vivek Srikumar
Venue:: ACL
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 8758–8779
Language:
URL:: https://aclanthology.org/2024.acl-long.475/
DOI:: 10.18653/v1/2024.acl-long.475
Bibkey:
Cite (ACL):: Zixuan Li, Yutao Zeng, Yuxin Zuo, Weicheng Ren, Wenxuan Liu, Miao Su, Yucan Guo, Yantao Liu, Xiang Li, Zhilei Hu, Long Bai, Wei Li, Yidan Liu, Pan Yang, Xiaolong Jin, Jiafeng Guo, and Xueqi Cheng. 2024. KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction. In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 8758–8779, Bangkok, Thailand. Association for Computational Linguistics.
Cite (Informal):: KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction (Li et al., ACL 2024)
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PDF:: https://aclanthology.org/2024.acl-long.475.pdf

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@inproceedings{li-etal-2024-knowcoder,
    title = "{K}now{C}oder: Coding Structured Knowledge into {LLM}s for Universal Information Extraction",
    author = "Li, Zixuan  and
      Zeng, Yutao  and
      Zuo, Yuxin  and
      Ren, Weicheng  and
      Liu, Wenxuan  and
      Su, Miao  and
      Guo, Yucan  and
      Liu, Yantao  and
      Li, Xiang  and
      Hu, Zhilei  and
      Bai, Long  and
      Li, Wei  and
      Liu, Yidan  and
      Yang, Pan  and
      Jin, Xiaolong  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Ku, Lun-Wei  and
      Martins, Andre  and
      Srikumar, Vivek",
    booktitle = "Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.acl-long.475/",
    doi = "10.18653/v1/2024.acl-long.475",
    pages = "8758--8779"
}

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%0 Conference Proceedings
%T KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction
%A Li, Zixuan
%A Zeng, Yutao
%A Zuo, Yuxin
%A Ren, Weicheng
%A Liu, Wenxuan
%A Su, Miao
%A Guo, Yucan
%A Liu, Yantao
%A Li, Xiang
%A Hu, Zhilei
%A Bai, Long
%A Li, Wei
%A Liu, Yidan
%A Yang, Pan
%A Jin, Xiaolong
%A Guo, Jiafeng
%A Cheng, Xueqi
%Y Ku, Lun-Wei
%Y Martins, Andre
%Y Srikumar, Vivek
%S Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
%D 2024
%8 August
%I Association for Computational Linguistics
%C Bangkok, Thailand
%F li-etal-2024-knowcoder
%R 10.18653/v1/2024.acl-long.475
%U https://aclanthology.org/2024.acl-long.475/
%U https://doi.org/10.18653/v1/2024.acl-long.475
%P 8758-8779

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Markdown (Informal)

[KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction](https://aclanthology.org/2024.acl-long.475/) (Li et al., ACL 2024)

KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction (Li et al., ACL 2024)

ACL

Zixuan Li, Yutao Zeng, Yuxin Zuo, Weicheng Ren, Wenxuan Liu, Miao Su, Yucan Guo, Yantao Liu, Xiang Li, Zhilei Hu, Long Bai, Wei Li, Yidan Liu, Pan Yang, Xiaolong Jin, Jiafeng Guo, and Xueqi Cheng. 2024. KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction. In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 8758–8779, Bangkok, Thailand. Association for Computational Linguistics.