Tom M. Mitchell

1. The Internal State of an LLM Knows When It's Lying
   2023/04/26 by Amos Azaria, Tom M. Mitchell, Azaria, Amos +2 · 6 voices · 117 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
2. SmartPlay: A Benchmark for LLMs as Intelligent Agents
   2023/10/02 by Yue Wu, Wu, Yue, Xuan Tang +5 · 30 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Agent-Based Network Management #Peer-to-Peer Network Technologies
3. Inferring Interpersonal Relations in Narrative Summaries
   2015/12/01 by Shashank Srivastava, Srivastava, Shashank, Snigdha Chaturvedi +3 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Social and Information Networks (cs.SI) #Topic Modeling
4. Learning Data Manipulation for Augmentation and Weighting
   2019/10/28 by Zhiting Hu, Bowen Tan, Hu, Zhiting +6 · 8 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
5. Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions
   2024/02/02 by Pouya Pezeshkpour, Eser Kandogan, Pezeshkpour, Pouya +9 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG)
6. Interactive Task and Concept Learning from Natural Language Instructions and GUI Demonstrations
   2019/08/30 by Toby Jia-Jun Li, Li, Toby Jia-Jun, Marissa Radensky +9 · 4 citations
   Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
7. Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach
   2017/05/19 by Emmanouil Antonios Platanios, Platanios, Emmanouil A., Hoifung Poon +5 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
8. Learning from Imperfect Annotations
   2020/04/07 by Emmanouil Antonios Platanios, Platanios, Emmanouil Antonios, Maruan Al-Shedivat +5 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
9. Efficient Inference and Learning in a Large Knowledge Base: Reasoning with Extracted Information using a Locally Groundable First-Order Probabilistic Logic
   2014/04/12 by William Yang Wang, Wang, William Yang, Kathryn Mazaitis +7 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Semantic Web and Ontologies
10. Plan, Eliminate, and Track -- Language Models are Good Teachers for Embodied Agents
    2023/05/03 by Yue Wu, Wu, Yue, So-Yeon Min +13 · 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 #Natural Language Processing Techniques #Topic Modeling
11. Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals
    2023/02/09 by Yue Wu, Yewen Fan, Wu, Yue +9 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Reinforcement Learning in Robotics
12. SPRING: Studying the Paper and Reasoning to Play Games
    2023/05/24 by Yue Wu, Wu, Yue, Shrimai Prabhumoye +13 · 2 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Educational Games and Gamification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
13. Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction
    2020/09/17 by Mariya Toneva, Toneva, Mariya, Otilia Stretcu +7 · 1 citation
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neurobiology of Language and Bilingualism #Topic Modeling