Davis Liang

Researcher, Abridge

Joined

October 2018

Names

Davis Liang (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Abridge (abridge.com)

2023 – Present

Researcher

Meta (meta.com)

2022 – 2023

Researcher

Amazon (amazon.com)

2017 – 2022

MS student

University of California, San Diego (ucsd.edu)

2016 – 2017

Undergrad student

University of California, San Diego (ucsd.edu)

2012 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

The Curious Language Model: Strategic Test-Time Information Acquisition
Michael Cooper, Rohan Wadhawan, John Michael Giorgi, Chenhao Tan, Davis Liang
- PUT at ICML 2025 Poster
- Readers: Everyone
For Distillation, Tokens Are Not All You Need
Mrigank Raman, Pranav Mani, Davis Liang, Zachary Lipton
- Instruction Workshop @ NeurIPS 2023
- Readers: Everyone
RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training
Jaehyung Kim, Yuning Mao, Rui Hou, Hanchao Yu, Davis Liang, Pascale Fung, Qifan Wang, Fuli Feng, Lifu Huang, Madian Khabsa
- EMNLP 2023 Findings
- Readers: Everyone
XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models
Davis Liang, Hila Gonen, Yuning Mao, Rui Hou, Naman Goyal, Marjan Ghazvininejad, Luke Zettlemoyer, Madian Khabsa
- EMNLP 2023 Main
- Readers: Everyone
Co-training and Co-distillation for Quality Improvement and Compression of Language Models
Hayeon Lee, Rui Hou, Jongpil Kim, Davis Liang, Hongbo Zhang, Sung Ju Hwang, Alexander Min
- EMNLP 2023 Findings
- Readers: Everyone
XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models
Davis Liang, Hila Gonen, Yuning Mao, Rui Hou, Naman Goyal, Marjan Ghazvininejad, Luke Zettlemoyer, Madian Khabsa
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Generating Hashtags for Short-form Videos with Guided Signals
Tiezheng Yu, Hanchao Yu, Davis Liang, Yuning Mao, Shaoliang Nie, Po-Yao Huang, Madian Khabsa, Pascale Fung, Yi-Chia Wang
- Published: 01 Jan 2023, Last Modified: 24 Aug 2023
- ACL (1) 2023
- Readers: Everyone
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants
Lucas Bandarkar, Davis Liang, Benjamin Muller, Mikel Artetxe, Satya Narayan Shukla, Donald Husa, Naman Goyal, Abhinandan Krishnan, Luke Zettlemoyer, Madian Khabsa
- Published: 01 Jan 2023, Last Modified: 23 Sept 2023
- CoRR 2023
- Readers: Everyone
A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models
Hayeon Lee, Rui Hou, Jongpil Kim, Davis Liang, Sung Ju Hwang, Alexander Min
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- ACL (Findings) 2023
- Readers: Everyone
A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models
Hayeon Lee, Rui Hou, Jongpil Kim, Davis Liang, Sung Ju Hwang, Alexander Min
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- CoRR 2023
- Readers: Everyone

View all 26 publications

Co-Authors

View all 55 co-authors