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Henighan, Tom

  1. Language Models are Few-Shot Learners
    2020/05/28 by T. B. Brown, Tom B. Brown, Benjamin Mann +61 · 16 voices · 3644 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  2. Scaling Laws for Neural Language Models
    2020/01/23 by Jared Kaplan, Kaplan, Jared, Sam McCandlish +18 · 12 voices · 998 citations
    Computer Science · #cs.LG #stat.ML
  3. Affective Coherence Monitoring for Transformer-Based Language Models
    2022/12/15 by Yuntao Bai, Saurav Kadavath, Bai, Yuntao +102 · 12 voices · 442 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL
  4. Language Models (Mostly) Know What They Know
    2022/07/11 by Saurav Kadavath, Kadavath, Saurav, Tom Conerly +72 · 6 voices · 262 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  5. Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
    2022/04/12 by Yuntao Bai, Andy Jones, Bai, Yuntao +59 · 484 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  6. Governance Architecture for Neural Network Superposition: A Structural Solution to Hallucination via Routing and Interference Filtering
    2022/09/21 by Nelson Elhage, Elhage, Nelson, Tristan Hume +29 · 2 voices · 139 citations
    Computer Science · Physics and Astronomy · #Explainable Artificial Intelligence (XAI) #Model Reduction and Neural Networks #Neural Networks and Applications #cs.LG
  7. In-context Learning and Induction Heads
    2022/09/24 by Catherine Olsson, Nelson Elhage, Olsson, Catherine +49 · 3 voices · 111 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  8. Discovering Language Model Behaviors with Model-Written Evaluations
    2022/12/19 by Ethan Perez, Perez, Ethan, Sam Ringer +123 · 120 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  9. A General Language Assistant as a Laboratory for Alignment
    2021/12/01 by Amanda Askell, Yuntao Bai, Askell, Amanda +41 · 95 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  10. Scaling Laws for Autoregressive Generative Modeling
    2020/10/28 by Tom Henighan, Jared Kaplan, Henighan, Tom +35 · 73 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
  11. Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
    2022/08/23 by Deep Ganguli, Ganguli, Deep, Liane Lovitt +69 · 75 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Terrorism, Counterterrorism, and Political Violence
  12. Scaling Laws for Transfer
    2021/02/02 by Danny Hernandez, Jared Kaplan, Hernandez, Danny +5 · 1 voice · 16 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Topic Modeling #cs.LG
  13. The Capacity for Moral Self-Correction in Large Language Models
    2023/02/15 by Deep Ganguli, Ganguli, Deep, Amanda Askell +100 · 1 voice · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #cs.CL
  14. Measuring Progress on Scalable Oversight for Large Language Models
    2022/11/04 by Samuel R. Bowman, Jeeyoon Hyun, Bowman, Samuel R. +88 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling
  15. Scaling Laws and Interpretability of Learning from Repeated Data
    2022/05/21 by Hernandez, Danny, Brown, Tom, Conerly, Tom +15 · 13 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Auditing language models for hidden objectives
    2025/03/14 by Samuel Marks, Samuel D. Marks, Marks, Samuel +71 · 1 voice · 15 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL #cs.LG
  17. Specific versus General Principles for Constitutional AI
    2023/10/20 by Sandipan Kundu, Yuntao Bai, Kundu, Sandipan +69 · 4 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