Contrastive Learning with Hard Negative Entities for Entity Set Expansion

Author:

Li Yinghui1,Li Yangning1,He Yuxin2,Yu Tianyu1,Shen Ying3,Zheng Hai-Tao1

Affiliation:

1. Tsinghua University, Shenzhen, Guangdong, China

2. Harbin Institute of Technology, Shenzhen, Guangdong, China

3. Sun-Yat Sen University, Shenzhen, Guangdong, China

Funder

The Shenzhen General Research Project

National Natural Science Foundation of China

The Basic Research Fund of Shenzhen City

The 173 Program

Natural Science Foundation of Guangdong Province

Overseas Cooperation Research Fund of Tsinghua Shenzhen International Graduate Schoo

National Key R&D Program of China

Publisher

ACM

Reference35 articles.

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2. Long-tail Vocabulary Dictionary Extraction from the Web

3. James R Curran , Tara Murphy , and Bernhard Scholz . 2007 . Minimising semantic drift with mutual exclusion bootstrapping . In Proceedings of the 10th Conference of the Pacific Association for Computational Linguistics , Vol. 6 . Citeseer, 172--180. James R Curran, Tara Murphy, and Bernhard Scholz. 2007. Minimising semantic drift with mutual exclusion bootstrapping. In Proceedings of the 10th Conference of the Pacific Association for Computational Linguistics, Vol. 6. Citeseer, 172--180.

4. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171--4186. https://doi.org/10. 18653/v1/N 19 - 1423 Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171--4186. https://doi.org/10.18653/v1/N19-1423

5. Tianyu Gao , Xingcheng Yao , and Danqi Chen . 2021. SimCSE: Simple Contrastive Learning of Sentence Embeddings. arXiv preprint arXiv:2104.08821 ( 2021 ). Tianyu Gao, Xingcheng Yao, and Danqi Chen. 2021. SimCSE: Simple Contrastive Learning of Sentence Embeddings. arXiv preprint arXiv:2104.08821 (2021).

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