Xiang Deng

According to our database, Xiang Deng authored at least 23 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AgentBench: Evaluating LLMs as Agents.

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Dual-View Visual Contextualization for Web Navigation.

Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Mind2Web: Towards a Generalist Agent for the Web.

Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su

CoRR, 2023

Exploring Chain-of-Thought Style Prompting for Text-to-SQL.

Chang-You Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun

CoRR, 2023

LLMs to the Moon? Reddit Market Sentiment Analysis with Large Language Models.

Xiang Deng, Vasilisa Bashlovkina, Feng Han, Simon Baumgartner, Michael Bendersky

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis.

Xiang Deng, Vasilisa Bashlovkina, Feng Han, Simon Baumgartner, Michael Bendersky

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

A More Accessible Web with Natural Language Interface.

Xiang Deng

Proceedings of the 20th International Web for All Conference, 2023

Models and Practice of Neural Table Representations.

Madelon Hulsebos, Xiang Deng, Huan Sun, Paolo Papotti

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System.

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

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

Mind2Web: Towards a Generalist Agent for the Web.

Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samual Stevens, Boshi Wang, Huan Sun, Yu Su

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploring Chain of Thought Style Prompting for Text-to-SQL.

Chang-Yu Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters.

Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen, You Wu, Luke Zettlemoyer, Huan Sun

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments.

Yu Gu, Xiang Deng, Yu Su

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

TURL: Table Understanding through Representation Learning.

Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu

SIGMOD Rec., 2022

Bootstrapping a User-Centered Task-Oriented Dialogue System.

Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Lingbo Mo, Samuel Stevens, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun

CoRR, 2022

Shepherd Pre-trained Language Models to Develop a Train of Thought: An Iterative Prompting Approach.

Boshi Wang, Xiang Deng, Huan Sun

CoRR, 2022

DOM-LM: Learning Generalizable Representations for HTML Documents.

Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun

CoRR, 2022

Iteratively Prompt Pre-trained Language Models for Chain of Thought.

Boshi Wang, Xiang Deng, Huan Sun

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Structure-Grounded Pretraining for Text-to-SQL.

Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

ReasonBERT: Pre-trained to Reason with Distant Supervision.

Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2019

Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation.

Jie Zhao, Xiang Deng, Huan Sun

CoRR, 2019

Automatic Table completion using Knowledge Base.

Bortik Bandyopadhyay, Xiang Deng, Goonmeet Bajaj, Huan Sun, Srinivasan Parthasarathy

CoRR, 2019

Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction.

Xiang Deng, Huan Sun

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019