Burns, Collin
- Discovering Latent Knowledge in Language Models Without Supervision
2022/12/07 by Collin Burns, Burns, Collin, Haotian Ye +5 · 5 voices · 120 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Measuring Massive Multitask Language Understanding
2020/09/07 by Dan Hendrycks, Hendrycks, Dan, Collin Burns +11 · 1223 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
- Measuring Mathematical Problem Solving With the MATH Dataset
2021/03/05 by Dan Hendrycks, Collin Burns, Hendrycks, Dan +13 · 1066 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- Unsupervised Elicitation of Language Models
2025/06/11 by Jiaxin Wen, Wen, Jiaxin, Zachary Ankner +23 · 15 voices · 4 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Machine Learning and Data Classification
- GPT-Neo: Large Scale Autoregressive Language Modeling with Mesh-Tensorflow
2021/03/21 by Hendrycks, Dan, Basart, Steven, Kadavath, Saurav +14 · 119 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- Aligning AI With Shared Human Values
2020/08/05 by Dan Hendrycks, Hendrycks, Dan, Collin Burns +11 · 94 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
2023/12/14 by Collin Burns, Pavel Izmailov, Burns, Collin +21 · 50 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review
2021/03/10 by Hendrycks, Dan, Burns, Collin, Chen, Anya +1 · 28 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)