He Xie

Joined

July 2024

Names

He Xie (Preferred)

Emails

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Senior Applied Scientist

Amazon (amazon.com)

2021 – 2024

Applied Scientist

Amazon (amazon.com)

2017 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

An Empirical Analysis of Leveraging Knowledge for Low-Resource Task-Oriented Semantic Parsing
Mayank Kulkarni, Aoxiao Zhong, Nicolas Guenon des Mesnards, Sahar Movaghati, Mukund Sridhar, He Xie, Jianhua Lu
- ACL (Findings) 2023
- Readers: Everyone
Measuring and Mitigating Local Instability in Deep Neural Networks
Arghya Datta, Subhrangshu Nandi, Jingcheng Xu, Greg Ver Steeg, He Xie, Anoop Kumar, Aram Galstyan
- ACL (Findings) 2023
- Readers: Everyone
Industry Scale Semi-Supervised Learning for Natural Language Understanding
Luoxin Chen, Francisco Garcia, Varun Kumar, He Xie, Jianhua Lu
- 2021 (modified: 26 Oct 2021)
- NAACL-HLT (Industry Papers) 2021
- Readers: Everyone
Towards Realistic Single-Task Continuous Learning Research for NER
Justin Payan, Yuval Merhav, He Xie, Satyapriya Krishna, Anil Ramakrishna, Mukund Sridhar, Rahul Gupta
- 2021 (modified: 06 Apr 2023)
- EMNLP (Findings) 2021
- Readers: Everyone
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity
Eunah Cho, He Xie, John P. Lalor, Varun Kumar, William M. Campbell
- 2019 (modified: 15 Dec 2021)
- ASRU 2019
- Readers: Everyone

Co-Authors