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Dario Amodei

  1. Language Models are Few-Shot Learners
    2020/05/28 by T. B. Brown, Tom B. Brown, Brown, Tom B. +61 · 16 voices · 3793 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  2. Evaluating Large Language Models Trained on Code
    2021/07/07 by Mark Chen, Jerry Tworek, Chen, Mark +122 · 9 voices · 1265 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Topic Modeling #cs.LG
  3. Concrete Problems in AI Safety
    2016/06/21 by Dario Amodei, Chris Olah, Amodei, Dario +9 · 7 voices · 213 citations
    #cs.AI #cs.LG
  4. Scaling Laws for Neural Language Models
    2020/01/23 by Jared Kaplan, Sam McCandlish, Kaplan, Jared +18 · 12 voices · 1027 citations
    Computer Science · #cs.LG #stat.ML
  5. Learning to summarize from human feedback
    2020/09/02 by Nisan Stiennon, Long Ouyang, Stiennon, Nisan +16 · 3 voices · 338 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  6. Affective Coherence Monitoring for Transformer-Based Language Models
    2022/12/15 by Yuntao Bai, Saurav Kadavath, Bai, Yuntao +102 · 12 voices · 458 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL
  7. The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation
    2018/02/20 by Miles Brundage, Shahar Avin, Brundage, Miles +49 · 6 voices · 20 citations
    #cs.AI #cs.CR #cs.CY
  8. Deep reinforcement learning from human preferences
    2017/06/12 by Paul Christiano, Paul F. Christiano, Jan Leike +11 · 1 voice · 578 citations
    Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #cs.AI #cs.HC #cs.LG #stat.ML
  9. Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
    2015/12/08 by Dario Amodei, Rishita Anubhai, Amodei, Dario +66 · 1 voice · 62 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
  10. AI safety via debate
    2018/05/02 by Geoffrey Irving, Paul Christiano, Paul F. Christiano +4 · 3 voices · 72 citations
    Computer Science · Mathematics · #Computability, Logic, AI Algorithms #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics #cs.LG #stat.ML
  11. Language Models (Mostly) Know What They Know
    2022/07/11 by Saurav Kadavath, Tom Conerly, Kadavath, Saurav +72 · 6 voices · 265 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  12. An Empirical Model of Large-Batch Training
    2018/12/14 by Sam McCandlish, Jared Kaplan, McCandlish, Sam +5 · 3 voices · 48 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
  13. Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
    2022/04/12 by Yuntao Bai, Bai, Yuntao, Andy Jones +59 · 503 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
  14. Fine-Tuning Language Models from Human Preferences
    2019/09/18 by Daniel M. Ziegler, Ziegler, Daniel M., Nisan Stiennon +13 · 251 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  15. 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 · 143 citations
    Computer Science · Physics and Astronomy · #Explainable Artificial Intelligence (XAI) #Model Reduction and Neural Networks #Neural Networks and Applications #cs.LG
  16. In-context Learning and Induction Heads
    2022/09/24 by Catherine Olsson, Nelson Elhage, Olsson, Catherine +49 · 3 voices · 112 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  17. Discovering Language Model Behaviors with Model-Written Evaluations
    2022/12/19 by Ethan Perez, Perez, Ethan, Sam Ringer +123 · 124 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
  18. A General Language Assistant as a Laboratory for Alignment
    2021/12/01 by Amanda Askell, Yuntao Bai, Askell, Amanda +41 · 102 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  19. Scaling Laws for Autoregressive Generative Modeling
    2020/10/28 by Tom Henighan, Henighan, Tom, Jared Kaplan +35 · 75 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
  20. Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
    2022/08/23 by Deep Ganguli, Liane Lovitt, Ganguli, Deep +69 · 79 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
  21. Supervising strong learners by amplifying weak experts
    2018/10/19 by Paul F. Christiano, Christiano, Paul, Buck Shlegeris +3 · 26 citations
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Machine Learning and Algorithms
  22. 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
  23. 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