Olsson, Catherine
- Affective Coherence Monitoring for Transformer-Based Language Models
2022/12/15 by Yuntao Bai, Bai, Yuntao, Saurav Kadavath +102 · 12 voices · 449 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 · 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, Bai, Yuntao, Andy Jones +59 · 501 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
- Dota 2 with Large Scale Deep Reinforcement Learning
2019/12/13 by OpenAI, Christopher Berner, : +50 · 1 voice · 96 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence in Games #Reinforcement Learning in Robotics #cs.LG #stat.ML
- 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 · 101 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 · 77 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 · 37 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
- 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)
- 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
- Discriminator Rejection Sampling
2018/10/16 by Azadi, Samaneh, Olsson, Catherine, Darrell, Trevor +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)