Publications

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Tianbao Xie*, Danyang Zhang, Jixuan Chen, Xiaochuan Li, Siheng Zhao, Ruisheng Cao, Toh Jing Hua, Zhoujun Cheng*, Dongchan Shin, Fangyu Lei, Yitao Liu*, Yiheng Xu, Shuyan Zhou, Silvio Savarese, Caiming Xiong, Victor Zhong, Tao Yu

OpenAgents: An Open Platform for Language Agents in the Wild

Tianbao Xie*, Fan Zhou*, Zhoujun Cheng*, Peng Shi, Luoxuan Weng*, Yitao Liu*, Toh Jing Hua, Junning Zhao, Qian Liu, Che Liu, Leo Z. Liu, Yiheng Xu, Hongjin Su, Dongchan Shin, Caiming Xiong, Tao Yu

Text2Reward: Automated Dense Reward Function Generation for Reinforcement Learning

Tianbao Xie*, Siheng Zhao, Chen Henry Wu, Yitao Liu*, Qian Luo, Victor Zhong, Yanchao Yang, Tao Yu

Binding Language Models in Symbolic Languages

Zhoujun Cheng*, Tianbao Xie*, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu

In-Context Learning for Few-Shot Dialogue State Tracking

Yushi Hu, Chia-Hsuan Lee, Tianbao Xie*, Tao Yu, Noah A. Smith, Mari Ostendorf

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models

Tianbao Xie*, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation

Kaustubh D. Dhole, And many other authors, And us, Wanxiang Che, Libo Qin, Fuxuan Wei, Tianbao Xie*, Yue Zhang, (in alphabetical order)

Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System

Libo Qin, Tianbao Xie*, Shijue Huang, Qiguang Chen, Xiao Xu, Wanxiang Che

GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling.

Libo Qin, Fuxuan Wei, Tianbao Xie*, Xiao Xu, Wanxiang Che, Ting Liu

A Survey on Spoken Language Understanding: Recent Advances and New Frontiers

Libo Qin, Tianbao Xie*, Wanxiang Che, Ting Liu