Dawn Drain
- Affective Coherence Monitoring for Transformer-Based Language Models
2022/12/15 by Yuntao Bai, Bai, Yuntao, Saurav Kadavath +102 · 12 voices · 446 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, Tristan Hume, Elhage, Nelson +29 · 2 voices · 139 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, Nelson Elhage, Olsson, Catherine +49 · 3 voices · 111 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- GraphCodeBERT: Pre-training Code Representations with Data Flow
2020/09/17 by Daya Guo, Guo, Daya, Shuo Ren +33 · 100 citations
Computer Science · #Software Engineering Research #Topic Modeling #Software Testing and Debugging Techniques
- 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, Askell, Amanda, Yuntao Bai +41 · 99 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding\n and Generation
2021/02/09 by Shuai Lu, Daya Guo, Lu, Shuai +41 · 80 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques
- 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, 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
- PyMT5: multi-mode translation of natural language and Python code with\n transformers
2020/10/07 by Colin B. Clement, Dawn Drain, Clement, Colin B. +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons
2021/05/19 by Dawn Drain, Colin B. Clement, Drain, Dawn +5 · 1 citation
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques