Zac Hatfield-Dodds

1. AI Supported Degradation of the Self Concept: A Theoretical Framework Grounded in Established Cognitive and Computational Mechanisms
   2023/10/20 by Mrinank Sharma, Meg Tong, Sharma, Mrinank +36 · 10 voices · 236 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
2. Affective Coherence Monitoring for Transformer-Based Language Models
   2022/12/15 by Yuntao Bai, Saurav Kadavath, Bai, Yuntao +102 · 12 voices · 482 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL
3. Language Models (Mostly) Know What They Know
   2022/07/11 by Saurav Kadavath, Tom Conerly, Kadavath, Saurav +72 · 6 voices · 280 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
4. Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
   2022/04/12 by Yuntao Bai, Andy Jones, Bai, Yuntao +59 · 544 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
5. The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package
   2022/01/01 by The Astropy Collaboration,, Price-Whelan, Adrian M., Pey Lian Lim +95 · 458 citations
   Physics and Astronomy · #Gamma-ray bursts and supernovae #Astronomy and Astrophysical Research #Particle Detector Development and Performance
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 · 151 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, Olsson, Catherine, Nelson Elhage +49 · 3 voices · 122 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
8. Measuring Faithfulness in Chain-of-Thought Reasoning
   2023/07/17 by Tamera Lanham, Anna Chen, Lanham, Tamera +59 · 4 voices · 88 citations
   Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG
9. Discovering Language Model Behaviors with Model-Written Evaluations
   2022/12/19 by Ethan Perez, Perez, Ethan, Sam Ringer +123 · 133 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
10. A General Language Assistant as a Laboratory for Alignment
    2021/12/01 by Amanda Askell, Askell, Amanda, Yuntao Bai +41 · 106 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
11. Towards Measuring the Representation of Subjective Global Opinions in Language Models
    2023/06/28 by Esin Durmus, Durmus, Esin, Karina Nguyen +33 · 1 voice · 64 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
12. The Capacity for Moral Self-Correction in Large Language Models
    2023/02/15 by Deep Ganguli, Ganguli, Deep, Amanda Askell +100 · 1 voice · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #cs.CL
13. Measuring Progress on Scalable Oversight for Large Language Models
    2022/11/04 by Samuel R. Bowman, Jeeyoon Hyun, Bowman, Samuel R. +88 · 23 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
14. Deriving Semantics-Aware Fuzzers from Web API Schemas
    2021/12/20 by Zac Hatfield-Dodds, Dmitry Dygalo, Hatfield-Dodds, Zac +1 · 6 citations
    Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Software System Performance and Reliability
15. Question Decomposition Improves the Faithfulness of Model-Generated Reasoning
    2023/07/17 by Ansh Radhakrishnan, Radhakrishnan, Ansh, Karina Nguyen +45 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
16. Specific versus General Principles for Constitutional AI
    2023/10/20 by Sandipan Kundu, Kundu, Sandipan, Yuntao Bai +69 · 5 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