Shunyu Yao

Shunyu Yao

Princeton University

H-index: 13

North America-United States

About Shunyu Yao

Shunyu Yao, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Princeton University, specializes in the field of Artificial Intelligence, Language Agent, Natural Language Processing, Reinforcement Learning, Cognitive Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Can Language Models Solve Olympiad Programming?

DevBench: A Comprehensive Benchmark for Software Development

Os-copilot: Towards generalist computer agents with self-improvement

InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback

Reflexion: Language Agents with Verbal Reinforcement Learning

Language agents as hackers: Evaluating cybersecurity skills with capture the flag

Referral Augmentation for Zero-Shot Information Retrieval

SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Shunyu Yao Information

University

Position

___

Citations(all)

1782

Citations(since 2020)

1780

Cited By

66

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Shunyu Yao Skills & Research Interests

Artificial Intelligence

Language Agent

Natural Language Processing

Reinforcement Learning

Cognitive Science

Top articles of Shunyu Yao

Title

Journal

Author(s)

Publication Date

Can Language Models Solve Olympiad Programming?

arXiv preprint arXiv:2404.10952

Quan Shi

Michael Tang

Karthik Narasimhan

Shunyu Yao

2024/4/16

DevBench: A Comprehensive Benchmark for Software Development

arXiv preprint arXiv:2403.08604

Bowen Li

Wenhan Wu

Ziwei Tang

Lin Shi

John Yang

...

2024/3/13

Os-copilot: Towards generalist computer agents with self-improvement

arXiv preprint arXiv:2402.07456

Zhiyong Wu

Chengcheng Han

Zichen Ding

Zhenmin Weng

Zhoumianze Liu

...

2024/2/12

InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback

Neural Information Processing Systems (Datasets and Benchmarks)

John Yang

Akshara Prabhakar

Karthik Narasimhan

Shunyu Yao

2023/6/26

Reflexion: Language Agents with Verbal Reinforcement Learning

Advances in Neural Information Processing Systems

Noah Shinn

Federico Cassano

Ashwin Gopinath

Karthik Narasimhan

Shunyu Yao

2024/2/13

Language agents as hackers: Evaluating cybersecurity skills with capture the flag

John Yang

Akshara Prabhakar

Shunyu Yao

Kexin Pei

Karthik R Narasimhan

2023/10/31

Referral Augmentation for Zero-Shot Information Retrieval

arXiv preprint arXiv:2305.15098

Michael Tang

Shunyu Yao

John Yang

Karthik Narasimhan

2023/5/24

SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

International Conference on Learning Representations (ICLR)

Carlos E Jimenez

John Yang

Alexander Wettig

Shunyu Yao

Kexin Pei

...

2024

Tree of thoughts: Deliberate problem solving with large language models

Neural Information Processing Systems (NeurIPS)

Shunyu Yao

Dian Yu

Jeffrey Zhao

Izhak Shafran

Thomas L Griffiths

...

2023/5/17

Fireact: Toward language agent fine-tuning

arXiv preprint arXiv:2310.05915

Baian Chen

Chang Shu

Ehsan Shareghi

Nigel Collier

Karthik Narasimhan

...

2023/10/9

Personality Understanding of Fictional Characters during Book Reading

Mo Yu

Jiangnan Li

Shunyu Yao

Wenjie Pang

Xiaochen Zhou

...

2023/5/17

Embers of autoregression: Understanding large language models through the problem they are trained to solve

arXiv preprint arXiv:2309.13638

R Thomas McCoy

Shunyu Yao

Dan Friedman

Matthew Hardy

Thomas L Griffiths

2023/9/24

EC^ 2: Emergent Communication for Embodied Control

CVPR 2023

Yao Mu

Shunyu Yao

Mingyu Ding

Ping Luo

Chuang Gan

2023/4/19

Collie: Systematic construction of constrained text generation tasks

International Conference on Learning Representations (ICLR)

Shunyu Yao

Howard Chen

Austin W Hanjie

Runzhe Yang

Karthik Narasimhan

2024

Linking Emergent and Natural Languages via Corpus Transfer

Shunyu Yao

Mo Yu

Yang Zhang

Karthik R Narasimhan

Joshua B Tenenbaum

...

2022/3/24

Revisiting the Roles of" Text" in Text Games

arXiv preprint arXiv:2210.08384

Yi Gu

Shunyu Yao

Chuang Gan

Joshua B Tenenbaum

Mo Yu

2022/10/15

WebShop: Towards Scalable Real-world Web Interaction with Grounded Language Agents

Advances in Neural Information Processing Systems (NeurIPS)

Shunyu Yao

Howard Chen

John Yang

Karthik Narasimhan

2022/7/4

Tvshowguess: Character comprehension in stories as speaker guessing

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

Yisi Sang

Xiangyang Mou

Mo Yu

Shunyu Yao

Jing Li

...

2022/4/16

Multi-stage episodic control for strategic exploration in text games

ICLR

Jens Tuyls

Shunyu Yao

Sham Kakade

Karthik Narasimhan

2022/1/4

Self-attention networks can process bounded hierarchical languages

ACL

Shunyu Yao

Binghui Peng

Christos Papadimitriou

Karthik Narasimhan

2021/5/24

See List of Professors in Shunyu Yao University(Princeton University)

Co-Authors

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