Xiang Deng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 25

Top Topics

Dependency Trees

Named Entity Recognizer

Relation Extraction

Top Venues

Proc. VLDB Endow.

Publications

Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, Jie Tang
AgentBench: Evaluating LLMs as Agents. ICLR (2024)
Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen, You Wu, Luke Zettlemoyer, Huan Sun
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters. ACL (1) (2023)
Lingbo Mo, Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Sunit Singh, Samuel Stevens, Chang-You Tai, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System. SIGDIAL (2023)
Chang-Yu Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun
Exploring Chain of Thought Style Prompting for Text-to-SQL. EMNLP (2023)
Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su
Mind2Web: Towards a Generalist Agent for the Web. CoRR (2023)
Yu Gu, Xiang Deng, Yu Su
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments. ACL (1) (2023)
Chang-You Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun
Exploring Chain-of-Thought Style Prompting for Text-to-SQL. CoRR (2023)
Lingbo Mo, Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Sunit Singh, Samuel Stevens, Chang-You Tai, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System. CoRR (2023)
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
TURL: Table Understanding through Representation Learning. SIGMOD Rec. 51 (1) (2022)
Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun
DOM-LM: Learning Generalizable Representations for HTML Documents. CoRR (2022)
Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Lingbo Mo, Samuel Stevens, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
Bootstrapping a User-Centered Task-Oriented Dialogue System. CoRR (2022)
Boshi Wang, Xiang Deng, Huan Sun
Shepherd Pre-trained Language Models to Develop a Train of Thought: An Iterative Prompting Approach. CoRR (2022)
Boshi Wang, Xiang Deng, Huan Sun
Iteratively Prompt Pre-trained Language Models for Chain of Thought. EMNLP (2022)
Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen, You Wu, Luke Zettlemoyer, Huan Sun
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters. CoRR (2022)
Yu Gu, Xiang Deng, Yu Su
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments. CoRR (2022)
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
Structure-Grounded Pretraining for Text-to-SQL. NAACL-HLT (2021)
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
ReasonBERT: Pre-trained to Reason with Distant Supervision. EMNLP (1) (2021)
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
ReasonBERT: Pre-trained to Reason with Distant Supervision. CoRR (2021)
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
TURL: Table Understanding through Representation Learning. Proc. VLDB Endow. 14 (3) (2020)
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
TURL: Table Understanding through Representation Learning. CoRR (2020)
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
Structure-Grounded Pretraining for Text-to-SQL. CoRR (2020)
Xiang Deng, Huan Sun
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction. CoRR (2019)
Bortik Bandyopadhyay, Xiang Deng, Goonmeet Bajaj, Huan Sun, Srinivasan Parthasarathy
Automatic Table completion using Knowledge Base. CoRR (2019)
Xiang Deng, Huan Sun
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction. EMNLP/IJCNLP (1) (2019)
Jie Zhao, Xiang Deng, Huan Sun
Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation. CoRR (2019)