Eric Mitchell
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Bommasani, Rishi, Drew A. Hudson +233 · 11 voices · 538 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
- Direct Preference Optimization: Your Language Model is Secretly a Reward Model
2023/05/29 by Rafael Rafailov, Rafailov, Rafael, Archit Sharma +9 · 9 voices · 1554 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Cognitive Constraint Simulation and the Geometry of Human Authorship: A First-Principles Theory of AI Text Detection
2023/01/26 by Eric Mitchell, Mitchell, Eric, Yoonho Lee +7 · 4 voices · 110 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
- OpenAI o1 System Card
2024/12/21 by OpenAI, :, Aaron Jaech +347 · 500 citations
Computer Science · #Advanced Computational Techniques and Applications
- Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback
2023/05/24 by Katherine Tian, Eric Mitchell, Tian, Katherine +13 · 116 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- Fast Model Editing at Scale
2021/10/21 by Eric Mitchell, Mitchell, Eric, Charles Lin +7 · 46 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Topic Modeling
- Memory-Based Model Editing at Scale
2022/06/13 by Eric Mitchell, Charles P. Lin, Mitchell, Eric +7 · 37 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- Whole-brain annotation and multi-connectome cell typing of Drosophila
2024/10/02 by Philipp Schlegel, Yijie Yin, Alexander Shakeel Bates +307 · 1 voice · 34 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Neuroscience · #Genetics, Aging, and Longevity in Model Organisms #Neurobiology and Insect Physiology Research #Plant and Biological Electrophysiology Studies
- Fine-tuning Language Models for Factuality
2023/11/14 by Katherine Tian, Tian, Katherine, Eric Mitchell +7 · 18 citations
Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
- OpenAI GPT-5 System Card
2025/12/19 by Aaditya Singh, Adam Fry, Adam Perelman +483 · 2 voices · 36 citations
#cs.CL #cs.AI
- Learning Language-Conditioned Robot Behavior from Offline Data and Crowd-Sourced Annotation
2021/09/02 by Suraj Nair, Eric Mitchell, Nair, Suraj +9 · 10 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
- An Emulator for Fine-Tuning Large Language Models using Small Language Models
2023/10/19 by Eric Mitchell, Mitchell, Eric, Rafael Rafailov +7 · 8 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models
2022/11/27 by Peter Henderson, Henderson, Peter, Eric Mitchell +7 · 5 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Calibrating Language Models with Adaptive Temperature Scaling
2024/09/29 by Jiawei Xie, Xie, Johnathan, Annie S. Chen +7 · 7 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 #Topic Modeling
- Offline Meta-Reinforcement Learning with Advantage Weighting
2020/08/13 by Eric Mitchell, Rafael Rafailov, Mitchell, Eric +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- RLVF: Learning from Verbal Feedback without Overgeneralization
2024/02/16 by Moritz Stephan, Stephan, Moritz, Alexander Khazatsky +11 · 2 citations
Computer Science · #Fuzzy Logic and Control Systems #Neural Networks and Applications #Intelligent Tutoring Systems and Adaptive Learning
- Higher-Order Function Networks for Learning Composable 3D Object Representations
2019/07/24 by Eric Mitchell, Mitchell, Eric, Selim Engin +5 · 2 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Human Pose and Action Recognition #Image Processing and 3D Reconstruction
- Test-Time Alignment via Hypothesis Reweighting
2024/12/11 by Yoonho Lee, Lee, Yoonho, Jonathan S. Williams +11 · 1 citation
Computer Science · #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG)