Nicholas Schiefer

1. AI Supported Degradation of the Self Concept: A Theoretical Framework Grounded in Established Cognitive and Computational Mechanisms
   2023/10/20 by Mrinank Sharma, Meg Tong, Sharma, Mrinank +36 · 10 voices · 226 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
2. 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
3. Affective Coherence Monitoring for Transformer-Based Language Models
   2022/12/15 by Yuntao Bai, Bai, Yuntao, Saurav Kadavath +102 · 12 voices · 446 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL
4. Language Models (Mostly) Know What They Know
   2022/07/11 by Saurav Kadavath, Tom Conerly, Kadavath, Saurav +72 · 6 voices · 264 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
5. 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 · 139 citations
   Computer Science · Physics and Astronomy · #Explainable Artificial Intelligence (XAI) #Model Reduction and Neural Networks #Neural Networks and Applications #cs.LG
6. Measuring Faithfulness in Chain-of-Thought Reasoning
   2023/07/17 by Tamera Lanham, Lanham, Tamera, Anna Chen +59 · 4 voices · 83 citations
   Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG
7. Discovering Language Model Behaviors with Model-Written Evaluations
   2022/12/19 by Ethan Perez, Sam Ringer, Perez, Ethan +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
8. Towards Measuring the Representation of Subjective Global Opinions in Language Models
   2023/06/28 by Esin Durmus, Durmus, Esin, Karina Nguyen +33 · 1 voice · 58 citations
   Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
9. Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
   2022/08/23 by Deep Ganguli, Liane Lovitt, Ganguli, Deep +69 · 76 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
10. 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
11. 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
12. 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
13. Engineering Monosemanticity in Toy Models
    2022/11/16 by Adam S. Jermyn, Nicholas Schiefer, Jermyn, Adam S. +3 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
14. 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
15. Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks
    2022/11/06 by Anders Aamand, Aamand, Anders, Justin Y. Chen +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)