Deep Ganguli

1. 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
2. Affective Coherence Monitoring for Transformer-Based Language Models
   2022/12/15 by Yuntao Bai, Bai, Yuntao, Saurav Kadavath +102 · 12 voices · 458 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL
3. Language Models (Mostly) Know What They Know
   2022/07/11 by Saurav Kadavath, Kadavath, Saurav, Tom Conerly +72 · 6 voices · 265 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
4. 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 · 135 citations
   #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
5. Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
   2022/04/12 by Yuntao Bai, Andy Jones, Bai, Yuntao +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
6. 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
7. 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
8. A General Language Assistant as a Laboratory for Alignment
   2021/12/01 by Amanda Askell, Askell, Amanda, Yuntao Bai +41 · 102 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
9. Towards Measuring the Representation of Subjective Global Opinions in Language Models
   2023/06/28 by Esin Durmus, Karina Nguyen, Durmus, Esin +33 · 1 voice · 59 citations
   Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
10. 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
11. 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
12. Evaluating and Mitigating Discrimination in Language Model Decisions
    2023/12/06 by Alex Tamkin, Tamkin, Alex, Amanda Askell +15 · 18 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Topic Modeling
13. Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models
    2021/02/04 by Alex Tamkin, Tamkin, Alex, Miles Brundage +5 · 11 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
14. Values in the Wild: Discovering and Analyzing Values in Real-World Language Model Interactions
    2025/04/21 by Saffron Huang, Esin Durmus, Huang, Saffron +17 · 3 voices · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CY #cs.LG
15. Toward an Evaluation Science for Generative AI Systems
    2025/03/07 by Laura Weidinger, Weidinger, Laura, Inioluwa Deborah Raji +17 · 15 citations
    Computer Science · Psychology · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Machine Learning (cs.LG)
16. The AI Index 2021 Annual Report
    2021/03/09 by Daniel Zhang, Zhang, Daniel, Mishra, Saurabh +19 · 2 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #FOS: Computer and information sciences #General Literature (cs.GL)