Ndousse, Kamal
- 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 · 231 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
- Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training
2024/01/10 by Evan Hubinger, Carson Denison, Hubinger, Evan +77 · 18 voices · 99 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Topic Modeling #cs.AI #cs.CL #cs.CR #cs.LG #cs.SE
- Affective Coherence Monitoring for Transformer-Based Language Models
2022/12/15 by Yuntao Bai, Bai, Yuntao, Saurav Kadavath +102 · 12 voices · 459 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL
- Language Models (Mostly) Know What They Know
2022/07/11 by Saurav Kadavath, Kadavath, Saurav, Tom Conerly +72 · 6 voices · 265 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Evolution through Large Models
2022/06/17 by Joel Lehman, Lehman, Joel, Jonathan Gordon +9 · 2 voices · 17 citations
Computer Science · #Evolutionary Algorithms and Applications #Machine Learning and Algorithms #Reinforcement Learning in Robotics #cs.NE
- Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
2022/04/12 by Yuntao Bai, Bai, Yuntao, Andy Jones +59 · 503 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
- In-context Learning and Induction Heads
2022/09/24 by Catherine Olsson, Olsson, Catherine, Nelson Elhage +49 · 3 voices · 112 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- Discovering Language Model Behaviors with Model-Written Evaluations
2022/12/19 by Ethan Perez, Sam Ringer, Perez, Ethan +123 · 124 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 · 102 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
2022/08/23 by Deep Ganguli, Liane Lovitt, Ganguli, Deep +69 · 79 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, 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
- 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
- Emergent Social Learning via Multi-agent Reinforcement Learning
2020/10/01 by Kamal Ndousse, Ndousse, Kamal, Douglas Eck +5 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Neural Networks and Applications #Reinforcement Learning in Robotics
- 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