Shuaichen Chang

24 papers A* 4Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects. EACL (Findings) Naihao Deng, Sheng Zhang, Henghui Zhu, Shuaichen Chang, Jiani Zhang, Alexander Hanbo Li, Chung-Wei Hang, Hideo Kobayashi, Yiqun Hu, Patrick Ng
2025	J	`jnl`	Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection. CoRR Michelle Yuan, Khushbu Pahwa, Shuaichen Chang, Mustafa Kaba, Jiarong Jiang, Xiaofei Ma, Yi Zhang, Monica Sunkara
2025	—	`conf`	PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries. NAACL (Long Papers) Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, Anuj Chauhan, Chung-Wei Hang, Shuaichen Chang, Lin Pan, Wuwei Lan, Henghui Zhu, Jiarong Jiang, Patrick Ng, Zhiguo Wang
2025	J	`jnl`	R-WoM: Retrieval-augmented World Model For Computer-use Agents. CoRR Kai Mei, Jiang Guo, Shuaichen Chang, Mingwen Dong, Dongkyu Lee, Xing Niu, Jiarong Jiang
2025	J	`jnl`	Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models. CoRR Naihao Deng, Sheng Zhang, Henghui Zhu, Shuaichen Chang, Jiani Zhang, Alexander Hanbo Li, Chung-Wei Hang, Hideo Kobayashi, Yiqun Hu, Patrick Ng
2025	—	`conf`	You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL. NAACL (Long Papers) Hideo Kobayashi, Wuwei Lan, Peng Shi, Shuaichen Chang, Jiang Guo, Henghui Zhu, Zhiguo Wang, Patrick Ng
2024	J	`jnl`	PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries. CoRR Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, Anuj Chauhan, Chung-Wei Hang, Shuaichen Chang, Lin Pan, Wuwei Lan, Henghui Zhu, Jiarong Jiang, Patrick Ng, Zhiguo Wang
2024	A*	`conf`	RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation. NeurIPS 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
2024	J	`jnl`	RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation. CoRR 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
2024	J	`jnl`	You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL. CoRR Hideo Kobayashi, Wuwei Lan, Peng Shi, Shuaichen Chang, Jiang Guo, Henghui Zhu, Zhiguo Wang, Patrick Ng
2023	A*	`conf`	Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. ICLR 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
2023	J	`jnl`	Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. CoRR 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
2023	J	`jnl`	How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings. CoRR Shuaichen Chang, Eric Fosler-Lussier
2023	—	`conf`	Selective Demonstrations for Cross-domain Text-to-SQL. EMNLP (Findings) Shuaichen Chang, Eric Fosler-Lussier
2023	J	`jnl`	Selective Demonstrations for Cross-domain Text-to-SQL. CoRR Shuaichen Chang, Eric Fosler-Lussier
2022	J	`jnl`	MapQA: A Dataset for Question Answering on Choropleth Maps. CoRR Shuaichen Chang, David Palzer, Jialin Li, Eric Fosler-Lussier, Ningchuan Xiao
2021	J	`jnl`	EXPLAINABOARD: An Explainable Leaderboard for NLP. CoRR Pengfei Liu, Jinlan Fu, Yang Xiao, Weizhe Yuan, Shuaichen Chang, Junqi Dai, Yixin Liu, Zihuiwen Ye, Graham Neubig
2021	—	`conf`	ExplainaBoard: An Explainable Leaderboard for NLP. ACL (demo) Pengfei Liu, Jinlan Fu, Yang Xiao, Weizhe Yuan, Shuaichen Chang, Junqi Dai, Yixin Liu, Zihuiwen Ye, Graham Neubig
2021	J	`jnl`	Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions. CoRR Naihao Deng, Shuaichen Chang, Peng Shi, Tao Yu, Rui Zhang
2020	J	`jnl`	Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL. CoRR Yusen Zhang, Xiangyu Dong, Shuaichen Chang, Tao Yu, Peng Shi, Rui Zhang
2020	A*	`conf`	Zero-Shot Text-to-SQL Learning with Auxiliary Task. AAAI Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou
2019	A*	`conf`	Contextualized Non-Local Neural Networks for Sequence Learning. AAAI Pengfei Liu, Shuaichen Chang, Xuanjing Huang, Jian Tang, Jackie Chi Kit Cheung
2019	J	`jnl`	Zero-shot Text-to-SQL Learning with Auxiliary Task. CoRR Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou
2018	J	`jnl`	Contextualized Non-local Neural Networks for Sequence Learning. CoRR Pengfei Liu, Shuaichen Chang, Xuanjing Huang, Jian Tang, Jackie Chi Kit Cheung