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Karthik Narasimhan

  1. Tree of Thoughts: Deliberate Problem Solving with Large Language Models
    2023/05/17 by Shunyu Yao, Dian Yu, Yao, Shunyu +11 · 8 voices · 654 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, Jeffrey Zhao, Yao, Shunyu +11 · 7 voices · 1348 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, Federico Cassano, Shinn, Noah +9 · 7 voices · 646 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics
  4. SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
    2024/05/06 by John Yang, Yang, John, Carlos E. Jimenez +13 · 4 voices · 294 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
  5. Language Understanding for Text-based Games Using Deep Reinforcement\n Learning
    2015/06/30 by Karthik Narasimhan, Narasimhan, Karthik, Tejas Kulkarni +3 · 2 voices · 22 citations
    Computer Science · #Topic Modeling
  6. Persistent memory for AI coding agents: a pre-registered SWE-bench Verified benchmark
    2023/10/10 by Jimenez, Carlos E., John Yang, Alexander Wettig +10 · 520 citations
    Computer Science · #Software System Performance and Reliability #Software Engineering Research #Topic Modeling
  7. Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation
    2016/04/20 by Tejas D. Kulkarni, Karthik Narasimhan, Kulkarni, Tejas D. +6 · 2 voices · 41 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Evolutionary Algorithms and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #cs.AI #cs.CV #cs.LG #cs.NE #stat.ML
  8. 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
  9. τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
    2024/06/17 by Shunyu Yao, Yao, Shunyu, Noah Shinn +5 · 191 citations
    Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation #Business Process Modeling and Analysis
  10. Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge
    2016/08/09 by Nicholas Locascio, Locascio, Nicholas, Karthik Narasimhan +7 · 1 voice · 3 citations
    #cs.CL #cs.AI
  11. 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
  12. Toxicity in ChatGPT: Analyzing Persona-assigned Language Models
    2023/04/11 by Ameet Deshpande, Vishvak Murahari, Deshpande, Ameet +7 · 35 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
  13. ShieldGemma: Generative AI Content Moderation Based on Gemma
    2024/07/31 by Wenjun Zeng, Zeng, Wenjun, Yuchi Liu +21 · 43 citations
    Computer Science · #Hate Speech and Cyberbullying Detection
  14. τ2-Bench: Evaluating Conversational Agents in a Dual-Control Environment
    2025/06/09 by Victor Barres, Barres, Victor, Dong, Honghua +5 · 82 citations
    Computer Science · Psychology · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Social Robot Interaction and HRI #Speech and dialogue systems
  15. FireAct: Toward Language Agent Fine-tuning
    2023/10/09 by Baian Chen, Chen, Baian, Chang Shu +9 · 28 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  16. SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?
    2024/10/04 by John Yang, Carlos Jimenez-Gomez, Yang, John +23 · 43 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices
  17. Projection-Based Constrained Policy Optimization
    2020/10/07 by Tsung-Yen Yang, Justinian Rosca, Yang, Tsung-Yen +5 · 18 citations
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Advanced Bandit Algorithms Research
  18. A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation
    2019/08/21 by Runzhe Yang, Yang, Runzhe, Xingyuan Sun +3 · 14 citations
    Computer Science · Engineering · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Elevator Systems and Control #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  19. Self-Attention Networks Can Process Bounded Hierarchical Languages
    2021/05/24 by Shunyu Yao, Yao, Shunyu, Binghui Peng +5 · 13 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
  20. 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
  21. RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs
    2024/04/12 by Shreyas Chaudhari, Pranjal Aggarwal, Chaudhari, Shreyas +13 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  22. Can Language Models Solve Olympiad Programming?
    2024/04/16 by Quan Shi, Michael T. Tang, Shi, Quan +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
  23. When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer
    2021/10/27 by Ameet Deshpande, Partha Talukdar, Deshpande, Ameet +3 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  24. LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks
    2024/10/16 by Akshara Prabhakar, Prabhakar, Akshara, Yuanzhi Li +9 · 13 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Robotics and Automated Systems
  25. EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities
    2024/09/24 by Talor Abramovich, Meet Udeshi, Abramovich, Talor +29 · 13 citations
    Decision Sciences · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Modeling, Simulation, and Optimization #Simulation Techniques and Applications
  26. Calibration, Entropy Rates, and Memory in Language Models
    2019/06/11 by Mark Braverman, Xinyi Chen, Braverman, Mark +9 · 4 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
  27. 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
  28. 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
  29. Universal Adversarial Attacks with Natural Triggers for Text Classification
    2020/05/01 by Liwei Song, Xinwei Yu, Song, Liwei +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  30. Representation Learning for Grounded Spatial Reasoning
    2017/07/13 by Michael Jänner, Karthik Narasimhan, Janner, Michael +3 · 2 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 #Speech and dialogue systems #Topic Modeling
  31. Improving Dialog Systems for Negotiation with Personality Modeling
    2020/10/20 by Runzhe Yang, Yang, Runzhe, Jingxiao Chen +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling
  32. SILG: The Multi-environment Symbolic Interactive Language Grounding Benchmark
    2021/10/20 by Victor W. Zhong, Zhong, Victor, Austin W. Hanjie +7 · 1 citation
    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
  33. Multi-Query Video Retrieval
    2022/01/10 by Zeyu Wang, Wang, Zeyu, Yu Wu +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  34. SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification
    2023/01/26 by Pranjal Aggarwal, Aggarwal, Pranjal, Ameet Deshpande +3 · 1 citation
    Computer Science · Medicine · #Computation and Language (cs.CL) #Data-Driven Disease Surveillance #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning in Healthcare
  35. CEO-Bench: Can Agents Play the Long Game?
    2026/06/16 by Haozhe Chen, Karthik Narasimhan, Zhuang Liu · 6 voices
    #cs.AI #cs.CL #cs.SE
  36. IMPersona: Evaluating Individual Level LM Impersonation
    2025/04/06 by Quan Shi, Shi, Quan, Carlos Jimenez-Gomez +11 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Human-Computer Interaction (cs.HC) #Topic Modeling
  37. Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting
    2025/10/21 by Howard Chen, Chen, Howard, Noam Razin +5 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
  38. When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration
    2025/06/05 by Quan Shi, Shi, Quan, Carlos Jimenez-Gomez +9 · 2 citations
    Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #AI-based Problem Solving and Planning
  39. LeAct: Learning to Reason from Expert Actions
    2026/07/23 by Ziran Yang, Chengshuai Shi, Raj Ghugare +3
    #cs.LG #cs.AI #cs.CL