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Sumers, Theodore R.

  1. Cognitive Architectures for Language Agents
    2023/09/05 by Theodore R. Sumers, Shunyu Yao, Sumers, Theodore R. +5 · 4 voices · 73 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
  2. Clio: Privacy-Preserving Insights into Real-World AI Use
    2024/12/18 by Tamkin, Alex, McCain, Miles, Handa, Kunal +18 · 15 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. How do Large Language Models Navigate Conflicts between Honesty and Helpfulness?
    2024/02/11 by Ryan Liu, Liu, Ryan, Theodore R. Sumers +5 · 7 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
  4. Learning Rewards from Linguistic Feedback
    2020/09/30 by Sumers, Theodore R., Ho, Mark K., Hawkins, Robert D. +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  5. What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions
    2024/06/06 by Liyi Zhang, Michael Y. Li, Zhang, Liyi +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #I.5 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  6. Rational Metareasoning for Large Language Models
    2024/10/07 by De Sabbata, C. Nicolò, Sumers, Theodore R., AlKhamissi, Badr +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Preference-Conditioned Language-Guided Abstraction
    2024/02/05 by Peng, Andi, Bobu, Andreea, Li, Belinda Z. +5 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  8. Show or Tell? Demonstration is More Robust to Changes in Shared Perception than Explanation
    2020/12/16 by Theodore R. Sumers, Mark K. Ho, Sumers, Theodore R. +3 · 1 citation
    Computer Science · Psychology · #Child and Animal Learning Development #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing
  9. Predicting Human Similarity Judgments Using Large Language Models
    2022/02/09 by Marjieh, Raja, Sucholutsky, Ilia, Sumers, Theodore R. +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Are Large Language Models Sensitive to the Motives Behind Communication?
    2025/10/22 by Addison J. Wu, Aiping Wu, Ryan Liu +8 · 1 voice · 1 citation
    Computer Science · Social Sciences · #AI in Service Interactions #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI