Andrew Arnold

Scientist, Amazon

Joined

July 2019

Names

Andrew Arnold

Emails

****@gmail.com (Confirmed)

,

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Scientist

Amazon (amazon.com)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Debiasing Neural Retrieval via In-batch Balancing Regularization
Yuantong Li, Xiaokai Wei, Zijian Wang, Shen Wang, Parminder Bhatia, Xiaofei Ma, Andrew Arnold
- 04 Oct 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization
Zheng Li, Zijian Wang, Ming Tan, Ramesh Nallapati, Parminder Bhatia, Andrew Arnold, Bing Xiang, Dan Roth
- 04 Oct 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Uncertainty-Based Active Learning for Reading Comprehension
Jing Wang, Jie Shen, Xiaofei Ma, Andrew Arnold
- Accepted by TMLR
- Readers: Everyone
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew Arnold, Xiang Ren
- Published: 09 Apr 2022, Last Modified: 08 Feb 2026
- BigScience#5
- Readers: Everyone
Exploiting Feature Hierarchy for Transfer Learning in Named Entity Recognition
Andrew Arnold, Ramesh Nallapati, William W. Cohen
- 2008 (modified: 13 Nov 2022)
- ACL 2008
- Readers: Everyone
Query dependent ranking using K-nearest neighbor
Xiubo Geng, Tie-Yan Liu, Tao Qin, Andrew Arnold, Hang Li, Heung-Yeung Shum
- 2008 (modified: 12 Nov 2022)
- SIGIR 2008
- Readers: Everyone
Temporal causal modeling with graphical granger methods
Andrew Arnold, Yan Liu, Naoki Abe
- 2007 (modified: 16 Jul 2019)
- KDD 2007
- Readers: Everyone

Co-Authors

View all 27 co-authors