Shuaichen Chang

Researcher, Amazon

Joined

December 2019

Names

Shuaichen Chang (Preferred)

Emails

****@osu.edu (Confirmed)

****@amazon.com

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2023 – 2026

PhD student

Ohio State University (osu.edu)

2017 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Eric Fosler-Lussier

2019 – 2023

Expertise

Large Language Models

2021 – Present

Semantic Parsing

2018 – Present

Natural Langauge Understanding

2018 – Present

Robustness

2018 – Present

Publications

R-WoM: Retrieval-augmented World Model For Computer-use Agents
Kai Mei, Jiang Guo, Shuaichen Chang, Mingwen Dong, Dongkyu Lee, Xing Niu, Jiarong Jiang
- ICLR 2026 Poster
- Readers: Everyone
Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection
Michelle Yuan, Khushbu Pahwa, Shuaichen Chang, Mustafa Devrim Kaba, Jiarong Jiang, Xiaofei Ma, Yi Zhang, MONICA SUNKARA
- NeurIPS 2025 poster
- Readers: Everyone
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
Dongyu Ru, Lin Qiu, Xiangkun Hu, Tianhang Zhang, Peng Shi, Shuaichen Chang, Cheng Jiayang, Cunxiang Wang, Shichao Sun, Huanyu Li, Zizhao Zhang, Binjie Wang, Jiarong Jiang, Tong He, Zhiguo Wang, Pengfei Liu, Yue Zhang, Zheng Zhang
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings
Shuaichen Chang, Eric Fosler-Lussier
- TRL @ NeurIPS 2023 Oral
- Readers: Everyone
Selective Demonstrations for Cross-domain Text-to-SQL
Shuaichen Chang, Eric Fosler-Lussier
- EMNLP 2023 Findings
- Readers: Everyone
MapQA: A Dataset for Question Answering on Choropleth Maps
Shuaichen Chang, David Palzer, Jialin Li, Eric Fosler-Lussier, Ningchuan Xiao
- Published: 21 Oct 2022, Last Modified: 09 Nov 2025
- TRL @ NeurIPS 2022 Poster
- Readers: Everyone
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 5%
- Readers: Everyone
EXPLAINABOARD: An Explainable Leaderboard for NLP
Pengfei Liu, Jinlan Fu, Yang Xiao, Weizhe Yuan, Shuaichen Chang, Junqi Dai, Yixin Liu, Zihuiwen Ye, Graham Neubig
- 2021 (modified: 19 May 2025)
- CoRR 2021
- Readers: Everyone
Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions
Naihao Deng, Shuaichen Chang, Peng Shi, Tao Yu, Rui Zhang
- 2021 (modified: 16 Dec 2021)
- CoRR 2021
- Readers: Everyone
Zero-Shot Text-to-SQL Learning with Auxiliary Task
Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou
- 2020 (modified: 28 Sept 2021)
- AAAI 2020
- Readers: Everyone

View all 14 publications

Co-Authors

View all 63 co-authors