Publications

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Selective Demonstrations for Cross-domain Text-to-SQL

Shuaichen Chang, Eric Fosler-Lussier

EMNLP findings, 2023 [PDF (opens new window)] [Code (opens new window)] [Video (opens new window)]

How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings

Shuaichen Chang, Eric Fosler-Lussier

NeurIPS TRL, 2023 [PDF (opens new window)] [Code (opens new window)]

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

ICLR, 2023 (Top 5% Paper (Oral)) [PDF (opens new window)] [Blog (opens new window)] [Data (opens new window)] [Slides (opens new window)][Video (opens new window)]

MapQA: A Dataset for Question Answering on Chorpleth Maps

Shuaichen Chang*, David Palzer*, Jialin Li, Eric Fosler-Lussier, Ningchuan Xiao (* equal contribution)

NeurIPS TRL, 2022 [PDF (opens new window)] [Code (opens new window)]

Explainaboard: An Explainable Leaderboard for NLP

Pengfei Liu, Jinlan Fu, Yang Xiao, Weizhe Yuan, Shuaichen Chang, Junqi Dai, Yixin Liu, Zihuiwen Ye, Zi-Yi Dou, Graham Neubig

ACL, 2021 (Best Demo Paper) [PDF (opens new window)] [Demo (opens new window)]

Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions

Naihao Deng, Shuaichen Chang, Peng Shi, Tao Yu, Rui Zhang

Arxiv, 2021 [PDF (opens new window)]

Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL

Yusen Zhang, Xiangyu Dong, Shuaichen Chang, Tao Yu, Peng Shi, Rui Zhang

EMNLP IntEx-SemPar workshop, 2020 [PDF (opens new window)]

Zero-shot Text-to-SQL Learning with Auxiliary Task

Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou

AAAI, 2020 [PDF (opens new window)]

Contextualized Non-local Neural Networks for Sequence Learning

Pengfei Liu, Shuaichen Chang, Xuanjing Huang, Jian Tang, Jackie Chi Kit Cheung

AAAI, 2019 [PDF (opens new window)]