Amanda Askell
- Language Models are Few-Shot Learners
2020/05/28 by T. B. Brown, Tom B. Brown, Benjamin Mann +61 · 16 voices · 3839 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- Training language models to follow instructions with human feedback
2022/03/04 by Long Ouyang, Ouyang, Long, Jeff Wu +38 · 9 voices · 2557 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- 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 · 232 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
- Learning Transferable Visual Models From Natural Language Supervision
2021/02/26 by Alec Radford, Jong Wook Kim, Radford, Alec +21 · 7 voices · 4844 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Multimodal Machine Learning Applications #cs.CV #cs.LG
- Affective Coherence Monitoring for Transformer-Based Language Models
2022/12/15 by Yuntao Bai, Bai, Yuntao, Saurav Kadavath +102 · 12 voices · 465 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL
- Release Strategies and the Social Impacts of Language Models
2019/08/24 by Irene Solaiman, Solaiman, Irene, Miles Brundage +27 · 2 voices · 66 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.CY
- Language Models (Mostly) Know What They Know
2022/07/11 by Saurav Kadavath, Tom Conerly, Kadavath, Saurav +72 · 6 voices · 266 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 138 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
2022/04/12 by Yuntao Bai, Andy Jones, Bai, Yuntao +59 · 504 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, Nelson Elhage, Olsson, Catherine +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 · 125 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
- Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims
2020/04/15 by Miles Brundage, Brundage, Miles, Shahar Avin +115 · 2 voices · 21 citations
#cs.CY
- Towards Measuring the Representation of Subjective Global Opinions in Language Models
2023/06/28 by Esin Durmus, Karina Nguyen, Durmus, Esin +33 · 1 voice · 60 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, Liane Lovitt, Ganguli, Deep +69 · 81 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
- Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming
2025/01/31 by Mrinank Sharma, Meg Tong, Sharma, Mrinank +89 · 8 voices · 38 citations
Social Sciences · #Criminal Law and Evidence #Law, Rights, and Freedoms #Legal Systems and Judicial Processes
- 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
- Evaluating and Mitigating Discrimination in Language Model Decisions
2023/12/06 by Alex Tamkin, Amanda Askell, Tamkin, Alex +15 · 18 citations
Social Sciences · Computer Science · #Artificial Intelligence in Law #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