| UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models T Xie*, CH Wu*, P Shi, R Zhong, T Scholak, M Yasunaga, CS Wu, ... EMNLP 2022 Oral, 2022 | 321* | 2022 |
| Binding Language Models in Symbolic Languages Z Cheng*, T Xie*, P Shi, C Li, R Nadkarni, Y Hu, C Xiong, D Radev, ... ICLR 2023 Spotlight, 2022 | 177 | 2022 |
| In-Context Learning for Few-Shot Dialogue State Tracking Y Hu, CH Lee, T Xie, T Yu, NA Smith, M Ostendorf EMNLP 2022 Findings, 2022 | 124 | 2022 |
| A Survey on Spoken Language Understanding: Recent Advances and New Frontiers L Qin, T Xie, W Che, T Liu IJCAI 2021 (Survey Track), 2021 | 107 | 2021 |
| Text2Reward: Reward Shaping with Language Models for Reinforcement Learning T Xie*, S Zhao*, CH Wu, Y Liu, Q Luo, V Zhong, Y Yang, T Yu ICLR 2024 Spotlight, 2023 | 95* | 2023 |
| GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling L Qin, F Wei, T Xie, X Xu, W Che, T Liu ACL 2021, 2021 | 92 | 2021 |
| OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments T Xie, D Zhang, J Chen, X Li, S Zhao, R Cao, TJ Hua, Z Cheng, D Shin, ... NeurIPS 2024 D&B track, 2024 | 80* | 2024 |
| Nl-augmenter: A framework for task-sensitive natural language augmentation KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ... arXiv preprint arXiv:2112.02721, 2021 | 77 | 2021 |
| OpenAgents: An Open Platform for Language Agents in the Wild T Xie*, F Zhou*, Z Cheng*, P Shi*, L Weng*, Y Liu*, TJ Hua, J Zhao, Q Liu, ... COLM 2024, 2023 | 62 | 2023 |
| Lemur: Harmonizing natural language and code for language agents Y Xu*, H Su*, C Xing*, B Mi, Q Liu, W Shi, B Hui, F Zhou, Y Liu, T Xie, ... ICLR 2024 Spotlight, 2023 | 56* | 2023 |
| Cradle: Empowering Foundation Agents Towards General Computer Control W Tan, W Zhang, X Xu, H Xia, Z Ding, B Li, B Zhou, J Yue, J Jiang, Y Li, ... arXiv preprint arXiv:2403.03186, 2024 | 40* | 2024 |
| GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding L Qin, Q Chen, T Xie, Q Li, JG Lou, W Che, MY Kan ACL 2022, 2022 | 38 | 2022 |
| Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System L Qin, T Xie, S Huang, Q Chen, X Xu, W Che EMNLP 2021, 2021 | 18 | 2021 |
| Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? R Cao, F Lei, H Wu, J Chen, Y Fu, H Gao, X Xiong, H Zhang, Y Mao, W Hu, ... NeurIPS 2024 D&B track Spotlight, 2024 | 10 | 2024 |
| Mobile-Env: Building Qualified Evaluation Benchmarks for LLM-GUI Interaction D Zhang, Z Shen, R Xie, S Zhang, T Xie, Z Zhao, S Chen, L Chen, H Xu, ... arXiv preprint arXiv:2305.08144, 2023 | 10* | 2023 |
| Nl2interface: Interactive visualization interface generation from natural language queries Y Chen, R Li, A Mac, T Xie, T Yu, E Wu arXiv preprint arXiv:2209.08834, 2022 | 7 | 2022 |
| Agentstore: Scalable integration of heterogeneous agents as specialized generalist computer assistant C Jia, M Luo, Z Dang, Q Sun, F Xu, J Hu, T Xie, Z Wu arXiv preprint arXiv:2410.18603, 2024 | 3 | 2024 |
| CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue L Qin, Q Chen, T Xie, Q Liu, S Huang, W Che, Z Yu Proceedings of the 29th International Conference on Computational …, 2022 | 2 | 2022 |
| Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Y Xu, Z Wang, J Wang, D Lu, T Xie, A Saha, D Sahoo, T Yu, C Xiong arXiv preprint arXiv:2412.04454, 2024 | | 2024 |
Tao YuAssistant Professor, Computer Science, University of Hong KongVerified email at cs.hku.hk