Hailin Chen

Joined

September 2022

Names

Hailin Chen (Preferred)

Emails

****@ntu.edu.sg (Confirmed)

****@salesforce.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

National Technological University (ntu.edu)

2021 – 2025

Undergrad student

National Technological University (ntu.edu)

2015 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

Parameter-efficient tuning in NLP

2021 – Present

Modularity in NLP

2021 – Present

Continual Learning

2021 – Present

Data-grounded Generation

2017 – Present

Publications

A Comprehensive Survey of Contamination Detection Methods in Large Language Models
Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty
- Accepted by TMLR
- Readers: Everyone
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty
- ICLR 2024 poster
- Readers: Everyone
Retrieving Multimodal Information for Augmented Generation: A Survey
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty
- EMNLP 2023 Findings
- Readers: Everyone
Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation
Hailin Chen, Amrita Saha, Steven Hoi, Shafiq Joty
- EMNLP 2023 Main
- Readers: Everyone
PromptTrans: Eliciting In-Context Learning from Smaller Language Models by Translating Demonstrations to Prompts
Hailin Chen, Shafiq Joty, Amrita Saha, Steven Hoi
- 27 Jan 2023 (modified: 02 Jul 2024)
- OpenReview Anonymous Preprint Blind Submission
- Readers: Everyone
Retrieving Multimodal Information for Augmented Generation: A Survey
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Xuan Long Do, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq R. Joty
- Published: 01 Jan 2023, Last Modified: 02 May 2023
- CoRR 2023
- Readers: Everyone
PromptSum: Parameter-Efficient Controllable Abstractive Summarization
Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen
- Published: 01 Jan 2023, Last Modified: 05 Dec 2023
- CoRR 2023
- Readers: Everyone
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?
Hailin Chen, Fangkai Jiao, Xingxuan Li, Chengwei Qin, Mathieu Ravaut, Ruochen Zhao, Caiming Xiong, Shafiq Joty
- Published: 01 Jan 2023, Last Modified: 05 Dec 2023
- CoRR 2023
- Readers: Everyone
Retrieving Multimodal Information for Augmented Generation: A Survey
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty
- Published: 01 Jan 2023, Last Modified: 22 Jan 2024
- EMNLP (Findings) 2023
- Readers: Everyone
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty
- Published: 01 Jan 2023, Last Modified: 01 Feb 2024
- CoRR 2023
- Readers: Everyone

View all 14 publications

Co-Authors

View all 26 co-authors