Jacob Pfau
- Let's Think Dot by Dot: Hidden Computation in Transformer Language Models
2024/04/24 by Jacob Pfau, William Merrill, Pfau, Jacob +3 · 6 voices · 81 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
2023/07/27 by Stephen Casper, Xander Davies, Casper, Stephen +65 · 3 voices · 153 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Reliability and Analysis Research #cs.AI #cs.CL #cs.LG
- Logotic Violence: Training-Layer Ethics and the Moral Status of Ephemeral Computation
2024/11/04 by Robert Long, Long, Robert, Jeff Sebo +17 · 27 voices · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Impact of AI and Big Data on Business and Society #cs.AI #cs.CY #q-bio.NC
- Steering Without Side Effects: Improving Post-Deployment Control of Language Models
2024/06/21 by Asa Cooper Stickland, Stickland, Asa Cooper, Alexander Lyzhov +7 · 16 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
- When Benchmarks Talk: Re-Evaluating Code LLMs with Interactive Feedback
2025/02/25 by Jane Pan, Ryan Shar, Pan, Jane +9 · 8 citations
Computer Science · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques
- An alignment safety case sketch based on debate
2025/05/06 by Marie Davidsen Buhl, Jacob Pfau, Buhl, Marie Davidsen +5 · 2 voices · 5 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #cs.AI
- Artificial Intelligence in Dermatology: A Primer
2020/03/27 by Albert T. Young, Mulin Xiong, Jacob Pfau +2 · 26 citations
Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #AI in cancer detection #Nonmelanoma Skin Cancer Studies
- Global Saliency: Aggregating Saliency Maps to Assess Dataset Artefact Bias
2019/10/16 by Jacob Pfau, Albert T. Young, Pfau, Jacob +5 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Explainable Artificial Intelligence (XAI) #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques