Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction. - Xiang Deng 001; Huan Sun 001 (EMNLP/IJCNLP (1), 2019)

Automatic Table completion using Knowledge Base. - Bortik Bandyopadhyay; Xiang Deng 001; Goonmeet Bajaj; Huan Sun 001; Srinivasan Parthasarathy 001 (CoRR, 2019)

Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation. - Jie Zhao 013; Xiang Deng 001; Huan Sun 001 (CoRR, 2019)

ReasonBERT: Pre-trained to Reason with Distant Supervision. - Xiang Deng 001; Yu Su 001; Alyssa Lees; You Wu 001; Cong Yu 001; Huan Sun 001 (EMNLP (1), 2021)

Structure-Grounded Pretraining for Text-to-SQL. - Xiang Deng 001; Ahmed Hassan Awadallah; Christopher Meek; Oleksandr Polozov; Huan Sun 001; Matthew Richardson (NAACL-HLT, 2021)

Iteratively Prompt Pre-trained Language Models for Chain of Thought. - Boshi Wang; Xiang Deng 001; Huan Sun 001 (EMNLP, 2022)

DOM-LM: Learning Generalizable Representations for HTML Documents. - Xiang Deng 001; Prashant Shiralkar; Colin Lockard; Binxuan Huang; Huan Sun 001 (CoRR, 2022)

Shepherd Pre-trained Language Models to Develop a Train of Thought: An Iterative Prompting Approach. - Boshi Wang; Xiang Deng 001; Huan Sun 001 (CoRR, 2022)

Bootstrapping a User-Centered Task-Oriented Dialogue System. - Shijie Chen; Ziru Chen; Xiang Deng 001; Ashley Lewis; Lingbo Mo; Samuel Stevens 001; Zhen Wang 041; Xiang Yue; Tianshu Zhang 001; Yu Su 001; Huan Sun 001 (CoRR, 2022)

TURL: Table Understanding through Representation Learning. - Xiang Deng 001; Huan Sun 001; Alyssa Lees; You Wu 001; Cong Yu 001 (SIGMOD Rec., 2022)

Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments. - Yu Gu 016; Xiang Deng 001; Yu Su 001 (ACL (1), 2023)

Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters. - Boshi Wang; Sewon Min; Xiang Deng 001; Jiaming Shen; You Wu 001; Luke Zettlemoyer; Huan Sun 001 (ACL (1), 2023)

Exploring Chain of Thought Style Prompting for Text-to-SQL. - Chang-Yu Tai; Ziru Chen; Tianshu Zhang 001; Xiang Deng 001; Huan Sun 001 (EMNLP, 2023)

Mind2Web: Towards a Generalist Agent for the Web. - Xiang Deng 001; Yu Gu 016; Boyuan Zheng; Shijie Chen; Samual Stevens; Boshi Wang; Huan Sun 001; Yu Su 001 (NeurIPS, 2023)

Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System. - Lingbo Mo; Shijie Chen; Ziru Chen; Xiang Deng 001; Ashley Lewis; Sunit Singh; Samuel Stevens 001; Chang-You Tai; Zhen Wang 041; Xiang Yue; Tianshu Zhang 001; Yu Su 001; et al. (SIGDIAL, 2023)

Models and Practice of Neural Table Representations. - Madelon Hulsebos; Xiang Deng 001; Huan Sun 001; Paolo Papotti (SIGMOD Conference Companion, 2023)

A More Accessible Web with Natural Language Interface. - Xiang Deng 001 (W4A, 2023)

What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis. - Xiang Deng 001; Vasilisa Bashlovkina; Feng Han; Simon Baumgartner; Michael Bendersky (WWW (Companion Volume), 2023)

LLMs to the Moon? Reddit Market Sentiment Analysis with Large Language Models. - Xiang Deng 001; Vasilisa Bashlovkina; Feng Han; Simon Baumgartner; Michael Bendersky (WWW (Companion Volume), 2023)

Exploring Chain-of-Thought Style Prompting for Text-to-SQL. - Chang-You Tai; Ziru Chen; Tianshu Zhang 001; Xiang Deng 001; Huan Sun 001 (CoRR, 2023)

Mind2Web: Towards a Generalist Agent for the Web. - Xiang Deng 001; Yu Gu 016; Boyuan Zheng; Shijie Chen; Samuel Stevens 001; Boshi Wang; Huan Sun 001; Yu Su 001 (CoRR, 2023)

Dual-View Visual Contextualization for Web Navigation. - Jihyung Kil; Chan Hee Song; Boyuan Zheng; Xiang Deng 001; Yu Su 001; Wei-Lun Chao (CVPR, 2024)

AgentBench: Evaluating LLMs as Agents. - Xiao Liu 036; Hao Yu; Hanchen Zhang; Yifan Xu; Xuanyu Lei; Hanyu Lai; Yu Gu 016; Hangliang Ding; Kaiwen Men; Kejuan Yang; Shudan Zhang; Xiang Deng 001; et al. (ICLR, 2024)

WebGuard: Building a Generalizable Guardrail for Web Agents. - Boyuan Zheng; Zeyi Liao; Scott Salisbury; Zeyuan Liu; Michael Lin; Qinyuan Zheng; Zifan Wang 001; Xiang Deng 001; Dawn Song; Huan Sun 001; Yu Su 001 (CoRR, 2025)