PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval

Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, QiaoQiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen


Anthology ID:
2021.findings-acl.191
Volume:
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
Month:
August
Year:
2021
Address:
Online
Editors:
Chengqing Zong, Fei Xia, Wenjie Li, Roberto Navigli
Venue:
Findings
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
2173–2183
Language:
URL:
https://preview.aclanthology.org/build-pipeline-with-new-library/2021.findings-acl.191/
DOI:
10.18653/v1/2021.findings-acl.191
Bibkey:
Cite (ACL):
Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, QiaoQiao She, Hua Wu, Haifeng Wang, and Ji-Rong Wen. 2021. PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval. In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 2173–2183, Online. Association for Computational Linguistics.
Cite (Informal):
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval (Ren et al., Findings 2021)
Copy Citation:
PDF:
https://preview.aclanthology.org/build-pipeline-with-new-library/2021.findings-acl.191.pdf
Video:
 https://preview.aclanthology.org/build-pipeline-with-new-library/2021.findings-acl.191.mp4
Code
 paddlepaddle/rocketqa
Data
MS MARCONatural Questions