Linked-DocRED - Enhancing DocRED with Entity-Linking to Evaluate End-To-End Document-Level Information Extraction Pipelines

Author:

Genest Pierre-Yves1ORCID,Portier Pierre-Edouard2ORCID,Egyed-Zsigmond Elöd2ORCID,Lovisetto Martino3ORCID

Affiliation:

1. Alteca & Univ Lyon, INSA Lyon, CNRS, UCBL, LIRIS, UMR5205, Lyon, France

2. Univ Lyon, INSA Lyon, CNRS, UCBL, LIRIS, UMR5205, Villeurbanne, France

3. Alteca, Lyon, France

Funder

Alteca

Association Nationale de la Recherche et de la Technologie

Publisher

ACM

Reference44 articles.

1. Amit Bagga and Breck Baldwin . 1998 . Algorithms for scoring coreference chain . In Proceedings of the 1st International Conference on Language Resources and Evaluation Workshop on Linguistics Coreference. European Language Resources Association , Granada, Spain, 563--566. Amit Bagga and Breck Baldwin. 1998. Algorithms for scoring coreference chain. In Proceedings of the 1st International Conference on Language Resources and Evaluation Workshop on Linguistics Coreference. European Language Resources Association, Granada, Spain, 563--566.

2. Michele Banko , Michael J Cafarella , Stephen Soderland , Matt Broadhead , and Oren Etzioni . 2007 . Open Information Extraction from the Web . In Proceedings of the 20th International Joint Conference on Artificial Intelligence. Morgan Kaufmann Publishers Inc. , Hyderabad, India, 2670--2676. Michele Banko, Michael J Cafarella, Stephen Soderland, Matt Broadhead, and Oren Etzioni. 2007. Open Information Extraction from the Web. In Proceedings of the 20th International Joint Conference on Artificial Intelligence. Morgan Kaufmann Publishers Inc., Hyderabad, India, 2670--2676.

3. Iz Beltagy , Matthew E. Peters , and Arman Cohan . 2020 . Longformer: The Long-Document Transformer. https://doi.org/10.48550/arXiv.2004.05150 arXiv:2004.05150 [cs]. 10.48550/arXiv.2004.05150 Iz Beltagy, Matthew E. Peters, and Arman Cohan. 2020. Longformer: The Long-Document Transformer. https://doi.org/10.48550/arXiv.2004.05150 arXiv:2004.05150 [cs].

4. Xiaojun Chen , Shengbin Jia , and Yang Xiang . 2020. A review: Knowledge reasoning over knowledge graph. Expert Systems with Applications , Vol. 141 ( March 2020 ), 112948--112948. https://doi.org/10.1016/j.eswa.2019.112948 Publisher : Pergamon . 10.1016/j.eswa.2019.112948 Xiaojun Chen, Shengbin Jia, and Yang Xiang. 2020. A review: Knowledge reasoning over knowledge graph. Expert Systems with Applications, Vol. 141 (March 2020), 112948--112948. https://doi.org/10.1016/j.eswa.2019.112948 Publisher: Pergamon.

5. Qiao Cheng , Juntao Liu , Xiaoye Qu , Jin Zhao , Jiaqing Liang , Zhefeng Wang , Baoxing Huai , Nicholas Jing Yuan, and Yanghua Xiao . 2021 . HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications. In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Association for Computational Linguistics , Online, 2819--2831. https://doi.org/10.18653/v1/2021.findings-acl.249 10.18653/v1 Qiao Cheng, Juntao Liu, Xiaoye Qu, Jin Zhao, Jiaqing Liang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan, and Yanghua Xiao. 2021. HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications. In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Association for Computational Linguistics, Online, 2819--2831. https://doi.org/10.18653/v1/2021.findings-acl.249

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