Passage-based BM25 Hard Negatives: A Simple and Effective Negative Sampling Strategy For Dense Retrieval
Thanh-Do Nguyen, Chi Minh Bui, Thi-Hai-Yen Vuong, Xuan-Hieu Phan
- Anthology ID:
- 2023.paclic-1.59
- Volume:
- Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation
- Month:
- December
- Year:
- 2023
- Address:
- Hong Kong, China
- Editors:
- Chu-Ren Huang, Yasunari Harada, Jong-Bok Kim, Si Chen, Yu-Yin Hsu, Emmanuele Chersoni, Pranav A, Winnie Huiheng Zeng, Bo Peng, Yuxi Li, Junlin Li
- Venue:
- PACLIC
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 591–599
- Language:
- URL:
- https://aclanthology.org/2023.paclic-1.59
- DOI:
- Cite (ACL):
- Thanh-Do Nguyen, Chi Minh Bui, Thi-Hai-Yen Vuong, and Xuan-Hieu Phan. 2023. Passage-based BM25 Hard Negatives: A Simple and Effective Negative Sampling Strategy For Dense Retrieval. In Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation, pages 591–599, Hong Kong, China. Association for Computational Linguistics.
- Cite (Informal):
- Passage-based BM25 Hard Negatives: A Simple and Effective Negative Sampling Strategy For Dense Retrieval (Nguyen et al., PACLIC 2023)
- PDF:
- https://preview.aclanthology.org/naacl24-info/2023.paclic-1.59.pdf