Yao, Shunyu

Embers of autoregression show how large language models are shaped by the problem they are trained to solve

McCoy, R. T., Yao, S., Friedman, D., Hardy, M. D., & Griffiths, T. L. (2024) · Proceedings of the National Academy of Sciences

Topic ModelingNatural Language Processing Techniques

Cited by 96

Keep CALM and Explore: Language Models for Action Generation in Text-based Games

Yao, S., Rao, R., Hausknecht, M., & Narasimhan, K. (2020) · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Artificial Intelligence in GamesReinforcement Learning in Robotics

Cited by 75

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

Jimenez, C. E., Yang, J., Wettig, A., Yao, S., Pei, K., Press, O., & Narasimhan, K. (2023) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 72

Cognitive Architectures for Language Agents

Sumers, T. R., Yao, S., Narasimhan, K., & Griffiths, T. L. (2023) · arXiv

AI-based Problem Solving and PlanningPsychiatry, Mental Health, Neuroscience

Cited by 72

Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve

McCoy, R. T., Yao, S., Friedman, D., Hardy, M., & Griffiths, T. L. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 37

InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback

Yang, J., Prabhakar, A., Narasimhan, K., & Yao, S. (2023) · arXiv

Teaching and Learning ProgrammingSoftware Engineering Research

Cited by 26

$τ$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Yao, S., Shinn, N., Razavi, P., & Narasimhan, K. (2024) · arXiv

Information Retrieval and Search BehaviorAI-based Problem Solving and Planning

Cited by 9

FireAct: Toward Language Agent Fine-tuning

Chen, B., Shu, C., Shareghi, E., Collier, N., Narasimhan, K., & Yao, S. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 9

Can Language Models Solve Olympiad Programming?

Shi, Q., Tang, M., Narasimhan, K., & Yao, S. (2024) · arXiv

Topic ModelingTeaching and Learning Programming

Cited by 3