Relation Extraction as Open-book Examination

Author:

Chen Xiang1,Li Lei2,Zhang Ningyu2,Tan Chuanqi3,Huang Fei3,Si Luo3,Chen Huajun2

Affiliation:

1. Zhejiang University, Hangzhou, Chile

2. Zhejiang University, Hangzhou, China

3. Alibaba Group, Hangzhou, China

Funder

Ningbo Natural Science Foundation

Yongjiang Talent Introduction Programme

National Key R&D Program of China

NSFC

Zhejiang Provincial Natural Science Foundation of China

Publisher

ACM

Reference50 articles.

1. Uri Alon , Frank F. Xu , Junxian He , Sudipta Sengupta , Dan Roth , and Graham Neubig . 2022. Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval. CoRR abs/2201.12431 ( 2022 ). arXiv:2201.12431 https://arxiv.org/abs/2201.12431 Uri Alon, Frank F. Xu, Junxian He, Sudipta Sengupta, Dan Roth, and Graham Neubig. 2022. Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval. CoRR abs/2201.12431 (2022). arXiv:2201.12431 https://arxiv.org/abs/2201.12431

2. TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task

3. Semantic Representation for Dialogue Modeling

4. Livio Baldini Soares , Nicholas FitzGerald , Jeffrey Ling , and Tom Kwiatkowski . 2019 . Matching the Blanks: Distributional Similarity for Relation Learning . In Proceedings of ACL/IJCNLP 2019. Livio Baldini Soares, Nicholas FitzGerald, Jeffrey Ling, and Tom Kwiatkowski. 2019. Matching the Blanks: Distributional Similarity for Relation Learning. In Proceedings of ACL/IJCNLP 2019.

5. Tom B. Brown , Benjamin Mann , Nick Ryder , Melanie Subbiah , Jared Kaplan , Prafulla Dhariwal , Arvind Neelakantan , Pranav Shyam , Girish Sastry , Amanda Askell , Sandhini Agarwal , Ariel Herbert-Voss , Gretchen Krueger , Tom Henighan , Rewon Child , Aditya Ramesh , Daniel M. Ziegler , Jeffrey Wu , Clemens Winter , Christopher Hesse , Mark Chen , Eric Sigler , Mateusz Litwin , Scott Gray , Benjamin Chess , Jack Clark , Christopher Berner , Sam McCandlish , Alec Radford , Ilya Sutskever , and Dario Amodei . 2020 . Language Models are Few-Shot Learners . In Proceedings of NeurIPS 2020. Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020. Language Models are Few-Shot Learners. In Proceedings of NeurIPS 2020.

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