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TTM-RE

ACL2024: TTM-RE Memory-Augmented Document-Level Relation Extraction

image

Please see the scripts folder for example run files. Specifically, see run_roberta_rank.sh for the best results. Weights are released for roberta-large in the GitHub releases: https://github.com/chufangao/TTM-RE/releases/tag/v0.2

Please cite:

@inproceedings{gao-etal-2024-ttm,
    title = "{TTM}-{RE}: Memory-Augmented Document-Level Relation Extraction",
    author = "Gao, Chufan  and
      Wang, Xuan  and
      Sun, Jimeng",
    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.26",
    doi = "10.18653/v1/2024.acl-long.26",
    pages = "443--458",

Much thanks to https://github.com/www-Ye/SSR-PU and https://github.com/wzhouad/ATLOP for making their code open source.