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:
- Bibkey:
- 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)
- Copy Citation:
- PDF:
- https://aclanthology.org/2023.paclic-1.59.pdf
Export citation
@inproceedings{nguyen-etal-2023-passage,
title = "Passage-based {BM}25 Hard Negatives: A Simple and Effective Negative Sampling Strategy For Dense Retrieval",
author = "Nguyen, Thanh-Do and
Bui, Chi Minh and
Vuong, Thi-Hai-Yen and
Phan, Xuan-Hieu",
editor = "Huang, Chu-Ren and
Harada, Yasunari and
Kim, Jong-Bok and
Chen, Si and
Hsu, Yu-Yin and
Chersoni, Emmanuele and
A, Pranav and
Zeng, Winnie Huiheng and
Peng, Bo and
Li, Yuxi and
Li, Junlin",
booktitle = "Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation",
month = dec,
year = "2023",
address = "Hong Kong, China",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.paclic-1.59",
pages = "591--599",
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%0 Conference Proceedings %T Passage-based BM25 Hard Negatives: A Simple and Effective Negative Sampling Strategy For Dense Retrieval %A Nguyen, Thanh-Do %A Bui, Chi Minh %A Vuong, Thi-Hai-Yen %A Phan, Xuan-Hieu %Y Huang, Chu-Ren %Y Harada, Yasunari %Y Kim, Jong-Bok %Y Chen, Si %Y Hsu, Yu-Yin %Y Chersoni, Emmanuele %Y A, Pranav %Y Zeng, Winnie Huiheng %Y Peng, Bo %Y Li, Yuxi %Y Li, Junlin %S Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation %D 2023 %8 December %I Association for Computational Linguistics %C Hong Kong, China %F nguyen-etal-2023-passage %U https://aclanthology.org/2023.paclic-1.59 %P 591-599
Markdown (Informal)
[Passage-based BM25 Hard Negatives: A Simple and Effective Negative Sampling Strategy For Dense Retrieval](https://aclanthology.org/2023.paclic-1.59) (Nguyen et al., PACLIC 2023)
- Passage-based BM25 Hard Negatives: A Simple and Effective Negative Sampling Strategy For Dense Retrieval (Nguyen et al., PACLIC 2023)
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.