Jared Kaplan
- Language Models are Few-Shot Learners
2020/05/28 by T. B. Brown, Tom B. Brown, Brown, Tom B. +61 · 16 voices · 3752 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- Evaluating Large Language Models Trained on Code
2021/07/07 by Mark Chen, Chen, Mark, Jerry Tworek +122 · 9 voices · 1244 citations
Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Topic Modeling #cs.LG
- Scaling Laws for Neural Language Models
2020/01/23 by Jared Kaplan, Kaplan, Jared, Sam McCandlish +18 · 12 voices · 1017 citations
Computer Science · #cs.LG #stat.ML
- Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training
2024/01/10 by Evan Hubinger, Hubinger, Evan, Carson Denison +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
- 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
- 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 · 132 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, 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
- An Empirical Model of Large-Batch Training
2018/12/14 by Sam McCandlish, McCandlish, Sam, Jared Kaplan +5 · 3 voices · 45 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems #Reinforcement Learning in Robotics #cs.LG #stat.ML
- Reasoning Models Don't Always Say What They Think
2025/05/08 by Yanda Chen, Chen, Yanda, Joe Benton +27 · 6 voices · 95 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL #cs.LG
- Kronfluence: Influence Functions with Eigenvalue-corrected Kronecker-Factored Approximate Curvature
2023/08/07 by Roger Grosse, Juhan Bae, Grosse, Roger +31 · 3 voices · 49 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Alignment faking in large language models
2024/12/18 by Ryan Greenblatt, Greenblatt, Ryan, Carson Denison +38 · 16 voices · 64 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- 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 · 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, Nelson Elhage, Olsson, Catherine +49 · 3 voices · 111 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- Measuring Faithfulness in Chain-of-Thought Reasoning
2023/07/17 by Tamera Lanham, Anna Chen, Lanham, Tamera +59 · 4 voices · 83 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG
- 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 · 101 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Towards Measuring the Representation of Subjective Global Opinions in Language Models
2023/06/28 by Esin Durmus, Karina Nguyen, Durmus, Esin +33 · 1 voice · 58 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Scaling Laws for Autoregressive Generative Modeling
2020/10/28 by Tom Henighan, Jared Kaplan, Henighan, Tom +35 · 74 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
2022/08/23 by Deep Ganguli, Ganguli, Deep, Liane Lovitt +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
- Scaling Laws for Transfer
2021/02/02 by Danny Hernandez, Hernandez, Danny, Jared Kaplan +5 · 1 voice · 18 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Topic Modeling #cs.LG
- 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
- Measuring Progress on Scalable Oversight for Large Language Models
2022/11/04 by Samuel R. Bowman, Jeeyoon Hyun, Bowman, Samuel R. +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
- Avoiding an Empty Universe in RS I Models and Large-N Gauge Theories
2006/09/01 by Jared Kaplan, Philip Schuster, Kaplan, Jared +3 · 2 citations
Physics and Astronomy · #Black Holes and Theoretical Physics #Cosmology and Gravitation Theories #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Particle physics theoretical and experimental studies
- Question Decomposition Improves the Faithfulness of Model-Generated Reasoning
2023/07/17 by Ansh Radhakrishnan, Karina Nguyen, Radhakrishnan, Ansh +45 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Specific versus General Principles for Constitutional AI
2023/10/20 by Sandipan Kundu, Yuntao Bai, Kundu, Sandipan +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
- Conformal Blocks Beyond the Semi-Classical Limit
2015/12/09 by A. Liam Fitzpatrick, Jared Kaplan, Fitzpatrick, A. Liam +1 · 1 citation
Physics and Astronomy · #Black Holes and Theoretical Physics #Cosmology and Gravitation Theories #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Noncommutative and Quantum Gravity Theories
- Forecasting Rare Language Model Behaviors
2025/02/24 by Meg Tong, Jones, Erik, Tong, Meg +16 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification