Hatfield-Dodds, Zac
- 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 · 228 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
- Affective Coherence Monitoring for Transformer-Based Language Models
2022/12/15 by Yuntao Bai, Bai, Yuntao, Saurav Kadavath +102 · 12 voices · 447 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL
- Language Models (Mostly) Know What They Know
2022/07/11 by Saurav Kadavath, Tom Conerly, Kadavath, Saurav +72 · 6 voices · 264 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
2022/04/12 by Yuntao Bai, Andy Jones, Bai, Yuntao +59 · 495 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
- 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 · 140 citations
Computer Science · Physics and Astronomy · #Explainable Artificial Intelligence (XAI) #Model Reduction and Neural Networks #Neural Networks and Applications #cs.LG
- In-context Learning and Induction Heads
2022/09/24 by Catherine Olsson, Olsson, Catherine, Nelson Elhage +49 · 3 voices · 111 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- Measuring Faithfulness in Chain-of-Thought Reasoning
2023/07/17 by Tamera Lanham, Lanham, Tamera, Anna Chen +59 · 4 voices · 83 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG
- 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
- A General Language Assistant as a Laboratory for Alignment
2021/12/01 by Amanda Askell, Yuntao Bai, Askell, Amanda +41 · 99 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Towards Measuring the Representation of Subjective Global Opinions in Language Models
2023/06/28 by Esin Durmus, Karina Nguyen, Durmus, Esin +33 · 1 voice · 58 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
2022/08/23 by Deep Ganguli, Ganguli, Deep, Liane Lovitt +69 · 76 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
- The Capacity for Moral Self-Correction in Large Language Models
2023/02/15 by Deep Ganguli, Amanda Askell, Ganguli, Deep +100 · 1 voice · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #cs.CL
- Measuring Progress on Scalable Oversight for Large Language Models
2022/11/04 by Samuel R. Bowman, Bowman, Samuel R., Jeeyoon Hyun +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
- 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)
- Deriving Semantics-Aware Fuzzers from Web API Schemas
2021/12/20 by Zac Hatfield-Dodds, Hatfield-Dodds, Zac, Dmitry Dygalo +1 · 6 citations
Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Software System Performance and Reliability
- Question Decomposition Improves the Faithfulness of Model-Generated Reasoning
2023/07/17 by Ansh Radhakrishnan, Karina Nguyen, Radhakrishnan, Ansh +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
- Specific versus General Principles for Constitutional AI
2023/10/20 by Sandipan Kundu, Kundu, Sandipan, Yuntao Bai +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