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Shunyu Yao

  1. Tree of Thoughts: Deliberate Problem Solving with Large Language Models
    2023/05/17 by Shunyu Yao, Yao, Shunyu, Dian Yu +11 · 8 voices · 656 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  2. ReAct: Synergizing Reasoning and Acting in Language Models
    2022/10/06 by Shunyu Yao, Yao, Shunyu, Jeffrey Zhao +11 · 7 voices · 1363 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  3. Reflexion: Language Agents with Verbal Reinforcement Learning
    2023/03/20 by Noah Shinn, Shinn, Noah, Federico Cassano +9 · 7 voices · 649 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics
  4. Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve
    2023/09/24 by R. Thomas McCoy, McCoy, R. Thomas, Shunyu Yao +7 · 13 voices · 20 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
  5. SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
    2024/05/06 by John Yang, Carlos Jimenez-Gomez, Carlos E. Jimenez +13 · 4 voices · 299 citations
    Business, Management and Accounting · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Scheduling and Optimization Algorithms #Software Engineering (cs.SE) #cs.AI #cs.CL #cs.HC #cs.LG #cs.SE
  6. Persistent memory for AI coding agents: a pre-registered SWE-bench Verified benchmark
    2023/10/10 by John Yang, Jimenez, Carlos E., Yang, John +10 · 530 citations
    Computer Science · #Software System Performance and Reliability #Software Engineering Research #Topic Modeling
  7. Cognitive Architectures for Language Agents
    2023/09/05 by Theodore R. Sumers, Sumers, Theodore R., Shunyu Yao +5 · 4 voices · 68 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
  8. τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
    2024/06/17 by Shunyu Yao, Yao, Shunyu, Noah Shinn +5 · 193 citations
    Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation #Business Process Modeling and Analysis
  9. InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback
    2023/06/26 by John Yang, Yang, John, Akshara Prabhakar +5 · 36 citations
    Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
  10. OS-Copilot: Towards Generalist Computer Agents with Self-Improvement
    2024/02/12 by Zhiyong Wu, Chengcheng Han, Wu, Zhiyong +13 · 34 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  11. FireAct: Toward Language Agent Fine-tuning
    2023/10/09 by Baian Chen, Chang Shu, Chen, Baian +9 · 28 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  12. When a language model is optimized for reasoning, does it still show embers of autoregression? An analysis of OpenAI o1
    2024/10/02 by R. Thomas McCoy, McCoy, R. Thomas, Shunyu Yao +7 · 6 voices · 6 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
  13. Self-Attention Networks Can Process Bounded Hierarchical Languages
    2021/05/24 by Shunyu Yao, Binghui Peng, Yao, Shunyu +5 · 13 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
  14. COLLIE: Systematic Construction of Constrained Text Generation Tasks
    2023/07/17 by Shunyu Yao, Yao, Shunyu, Howard Chen +7 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  15. First Indication of Solar 8B Neutrino Flux through Coherent Elastic Neutrino-Nucleus Scattering in PandaX-4T
    2024/07/15 by PandaX Collaboration, Zihao Bo, Wei Chen +197 · 17 citations
    Earth and Planetary Sciences · Physics and Astronomy · #Atmospheric Ozone and Climate #Geophysics and Gravity Measurements #Cosmology and Gravitation Theories
  16. Can Language Models Solve Olympiad Programming?
    2024/04/16 by Quan Shi, Shi, Quan, Michael T. Tang +5 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Programming Languages (cs.PL) #Topic Modeling
  17. Multi-objective Evolution of Heuristic Using Large Language Model
    2024/09/25 by Shunyu Yao, Yao, Shunyu, Fei Liu +9 · 12 citations
    Computer Science · #Advanced Text Analysis Techniques #Text and Document Classification Technologies #Topic Modeling
  18. Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion
    2024/06/06 by Fangfu Liu, Liu, Fangfu, Hanyang Wang +9 · 10 citations
    Computer Science · #Human Pose and Action Recognition
  19. Controllable Text Generation for Large Language Models: A Survey
    2024/08/22 by Xun Liang, Liang, Xun, Hanyu Wang +19 · 10 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  20. Wormholes without averaging
    2021/03/31 by Phil Saad, Stephen H. Shenker, Saad, Phil +5 · 4 citations
    Physics and Astronomy · #Physics of Superconductivity and Magnetism #Quantum Chromodynamics and Particle Interactions #Particle physics theoretical and experimental studies
  21. Keep CALM and Explore: Language Models for Action Generation in Text-based Games
    2020/10/06 by Shunyu Yao, Yao, Shunyu, Rohan Rao +5 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  22. Multi-Stage Episodic Control for Strategic Exploration in Text Games
    2022/01/04 by Jens Tuyls, Shunyu Yao, Tuyls, Jens +5 · 2 citations
    Computer Science · Psychology · #Artificial Intelligence in Games #Computation and Language (cs.CL) #Educational Games and Gamification #FOS: Computer and information sciences #Reinforcement Learning in Robotics
  23. Notes on solvable models of many-body quantum chaos
    2024/08/20 by Shunyu Yao, Yao, Shunyu · 2 citations
    Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Quantum Physics (quant-ph) #Quantum chaos and dynamical systems #Statistical Mechanics (cond-mat.stat-mech) #Strongly Correlated Electrons (cond-mat.str-el)
  24. DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems
    2024/05/27 by Zheng Zhi, Shunyu Yao, Zheng, Zhi +9 · 2 citations
    Engineering · #Advanced Manufacturing and Logistics Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Vehicle License Plate Recognition #Vehicle Routing Optimization Methods
  25. Self-injection locking dynamics with Raman actions in AlN microresonators
    2025/02/16 by Yulei Ding, Ding, Yulei, Yifei Wang +13 · 2 citations
    Engineering · Physics and Astronomy · #Acoustic Wave Resonator Technologies #Advanced Fiber Laser Technologies #Applied Physics (physics.app-ph) #FOS: Physical sciences #Mechanical and Optical Resonators #Optics (physics.optics)
  26. Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps
    2025/05/19 by Jie Ou, Ou, Jie, Jinyu Guo +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Multimodal Machine Learning Applications #Topic Modeling
  27. When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration
    2025/06/05 by Quan Shi, Carlos Jimenez-Gomez, Shi, Quan +9 · 2 citations
    Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #AI-based Problem Solving and Planning
  28. Measurement of two-neutrino double electron capture half-life of 124Xe with PandaX-4T
    2024/11/21 by PandaX Collaboration, Zihao Bo, Wei Chen +197 · 1 citation
    Physics and Astronomy · #Neutrino Physics Research #Dark Matter and Cosmic Phenomena #Astrophysics and Cosmic Phenomena
  29. LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer
    2025/08/01 by Yuzhuo Chen, Chen, Yuzhuo, Zehua Ma +9 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Advanced Image and Video Retrieval Techniques