Cluster-Former: Clustering-based Sparse Transformer for Question Answering

Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu


Anthology ID:
2021.findings-acl.346
Volume:
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
Month:
August
Year:
2021
Address:
Online
Venue:
Findings
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
3958–3968
Language:
URL:
https://aclanthology.org/2021.findings-acl.346
DOI:
10.18653/v1/2021.findings-acl.346
Bibkey:
Cite (ACL):
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, and Jingjing Liu. 2021. Cluster-Former: Clustering-based Sparse Transformer for Question Answering. In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 3958–3968, Online. Association for Computational Linguistics.
Cite (Informal):
Cluster-Former: Clustering-based Sparse Transformer for Question Answering (Wang et al., Findings 2021)
Copy Citation:
PDF:
https://aclanthology.org/2021.findings-acl.346.pdf
Video:
 https://aclanthology.org/2021.findings-acl.346.mp4
Data
Natural QuestionsQUASARQUASAR-TSearchQAWikiText-103WikiText-2