Joseph, Nicholas

1. Evaluating Large Language Models Trained on Code
   2021/07/07 by Mark Chen, Chen, Mark, Jerry Tworek +122 · 9 voices · 1850 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Topic Modeling #cs.LG
2. Affective Coherence Monitoring for Transformer-Based Language Models
   2022/12/15 by Yuntao Bai, Saurav Kadavath, Bai, Yuntao +102 · 12 voices · 633 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL
3. Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
   2022/04/12 by Yuntao Bai, Bai, Yuntao, Andy Jones +61 · 2 voices · 771 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 #cs.CL #cs.LG
4. Language Models (Mostly) Know What They Know
   2022/07/11 by Saurav Kadavath, Tom Conerly, Kadavath, Saurav +72 · 6 voices · 376 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
5. A General Language Assistant as a Laboratory for Alignment
   2021/12/01 by Amanda Askell, Askell, Amanda, Yuntao Bai +42 · 4 voices · 162 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
6. Kronfluence: Influence Functions with Eigenvalue-corrected Kronecker-Factored Approximate Curvature
   2023/08/07 by Roger Grosse, Grosse, Roger, Juhan Bae +31 · 3 voices · 100 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
7. In-context Learning and Induction Heads
   2022/09/24 by Catherine Olsson, Nelson Elhage, Olsson, Catherine +49 · 3 voices · 177 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
8. Measuring Faithfulness in Chain-of-Thought Reasoning
   2023/07/17 by Tamera Lanham, Lanham, Tamera, Anna Chen +59 · 4 voices · 111 citations
   Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG
9. Discovering Language Model Behaviors with Model-Written Evaluations
   2022/12/19 by Ethan Perez, Perez, Ethan, Sam Ringer +123 · 171 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
10. Towards Measuring the Representation of Subjective Global Opinions in Language Models
    2023/06/28 by Esin Durmus, Durmus, Esin, Karina Nguyen +33 · 1 voice · 87 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
11. Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
    2022/08/23 by Deep Ganguli, Liane Lovitt, Ganguli, Deep +69 · 123 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
12. The Capacity for Moral Self-Correction in Large Language Models
    2023/02/15 by Deep Ganguli, Ganguli, Deep, Amanda Askell +100 · 1 voice · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #cs.CL
13. Measuring Progress on Scalable Oversight for Large Language Models
    2022/11/04 by Samuel R. Bowman, Bowman, Samuel R., Jeeyoon Hyun +88 · 31 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
14. Scaling Laws and Interpretability of Learning from Repeated Data
    2022/05/21 by Danny Hernandez, Hernandez, Danny, Tom Brown +33 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
15. Evaluating and Mitigating Discrimination in Language Model Decisions
    2023/12/06 by Alex Tamkin, Tamkin, Alex, Amanda Askell +15 · 25 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Topic Modeling
16. Question Decomposition Improves the Faithfulness of Model-Generated Reasoning
    2023/07/17 by Ansh Radhakrishnan, Karina Nguyen, Radhakrishnan, Ansh +45 · 13 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
17. Specific versus General Principles for Constitutional AI
    2023/10/20 by Sandipan Kundu, Kundu, Sandipan, Yuntao Bai +69 · 8 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