Shuyan Zhou

According to our database, Shuyan Zhou authored at least 31 papers between 2018 and 2024.

Collaborative distances:

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

2024

Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale.

Tianyue Ou, Frank F. Xu, Aman Madaan, Jiarui Liu, Robert Lo, Abishek Sridhar, Sudipta Sengupta, Dan Roth, Graham Neubig, Shuyan Zhou

CoRR, 2024

WebCanvas: Benchmarking Web Agents in Online Environments.

Yichen Pan, Dehan Kong, Sida Zhou, Cheng Cui, Yifei Leng, Bing Jiang, Hangyu Liu, Yanyi Shang, Shuyan Zhou, Tongshuang Wu, Zhengyang Wu

CoRR, 2024

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

CoRR, 2024

WebArena: A Realistic Web Environment for Building Autonomous Agents.

Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, Graham Neubig

Proceedings of the Twelfth International Conference on Learning Representations, 2024

VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Russ Salakhutdinov, Daniel Fried

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Prescribed Performance Tracking Control Under Uncertain Initial Conditions: A Neuroadaptive Output Feedback Approach.

Shuyan Zhou, Xuesong Wang, Yongduan Song

IEEE Trans. Cybern., November, 2023

Event-Triggered Practical Prescribed Time Output Feedback Neuroadaptive Tracking Control Under Saturated Actuation.

Shuyan Zhou, Yongduan Song, Changyun Wen

IEEE Trans. Neural Networks Learn. Syst., August, 2023

Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation.

Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins

Trans. Assoc. Comput. Linguistics, 2023

WebArena: A Realistic Web Environment for Building Autonomous Agents.

Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Yonatan Bisk, Daniel Fried, Uri Alon, Graham Neubig

CoRR, 2023

PAL: Program-aided Language Models.

Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig

Proceedings of the International Conference on Machine Learning, 2023

DocPrompting: Generating Code by Retrieving the Docs.

Shuyan Zhou, Uri Alon, Frank F. Xu, Zhengbao Jiang, Graham Neubig

Proceedings of the Eleventh International Conference on Learning Representations, 2023

CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code.

Shuyan Zhou, Uri Alon, Sumit Agarwal, Graham Neubig

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

Execution-Based Evaluation for Open-Domain Code Generation.

Zhiruo Wang, Shuyan Zhou, Daniel Fried, Graham Neubig

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Hierarchical Prompting Assists Large Language Model on Web Navigation.

Robert Lo, Abishek Sridhar, Frank F. Xu, Hao Zhu, Shuyan Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Causal Reasoning of Entities and Events in Procedural Texts.

Li Zhang, Hainiu Xu, Yue Yang, Shuyan Zhou, Weiqiu You, Manni Arora, Chris Callison-Burch

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages.

Zhiruo Wang, Grace Cuenca, Shuyan Zhou, Frank F. Xu, Graham Neubig

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

DocCoder: Generating Code by Retrieving and Reading Docs.

Shuyan Zhou, Uri Alon, Frank F. Xu, Zhengbao Jiang, Graham Neubig

CoRR, 2022

Language Models of Code are Few-Shot Commonsense Learners.

Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig

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

Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data.

Shuyan Zhou, Li Zhang, Yue Yang, Qing Lyu, Pengcheng Yin, Chris Callison-Burch, Graham Neubig

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Prescribed Performance Neuroadaptive Fault-Tolerant Compensation for MIMO Nonlinear Systems Under Extreme Actuator Failures.

Shuyan Zhou, Yongduan Song

IEEE Trans. Syst. Man Cybern. Syst., 2021

Neuroadaptive fault-tolerant control of state constrained pure-feedback systems: A collective backstepping design.

Shuyan Zhou, Yongduan Song

Neurocomputing, 2021

Hierarchical Control of Situated Agents through Natural Language.

Shuyan Zhou, Pengcheng Yin, Graham Neubig

CoRR, 2021

2020

Neuroadaptive Control Design for Pure-Feedback Nonlinear Systems: A One-Step Design Approach.

Shuyan Zhou, Yongduan Song

IEEE Trans. Neural Networks Learn. Syst., 2020

Improving Candidate Generation for Low-resource Cross-lingual Entity Linking.

Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime G. Carbonell, Graham Neubig

Trans. Assoc. Comput. Linguistics, 2020

Fault-tolerant tracking control with guaranteed performance for nonlinearly parameterized systems under uncertain initial conditions.

Shuyan Zhou, Yongduan Song, Xiaosuo Luo

J. Frankl. Inst., 2020

Soft Gazetteers for Low-Resource Named Entity Recognition.

Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime G. Carbonell

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Improving Robustness of Neural Machine Translation with Multi-task Learning.

Shuyan Zhou, Xiangkai Zeng, Yingqi Zhou, Antonios Anastasopoulos, Graham Neubig

Proceedings of the Fourth Conference on Machine Translation, 2019

Towards Zero-resource Cross-lingual Entity Linking.

Shuyan Zhou, Shruti Rijhwani, Graham Neubig

Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

2018

Neuroadaptive Control With Given Performance Specifications for MIMO Strict-Feedback Systems Under Nonsmooth Actuation and Output Constraints.

Yongduan Song, Shuyan Zhou

IEEE Trans. Neural Networks Learn. Syst., 2018

Tracking control of uncertain nonlinear systems with deferred asymmetric time-varying full state constraints.

Yong-Duan Song, Shuyan Zhou

Autom., 2018

Aggregated Semantic Matching for Short Text Entity Linking.

Feng Nie, Shuyan Zhou, Jing Liu, Jinpeng Wang, Chin-Yew Lin, Rong Pan

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018