Hinck, Musashi

1. Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models
   2024/02/26 by Paul Röttger, Röttger, Paul, Valentin Hofmann +11 · 2 voices · 39 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
2. xGen-MM (BLIP-3): A Family of Open Large Multimodal Models
   2024/08/16 by Le Xue, Xue, Le, Manli Shu +57 · 40 citations
   Computer Science · #Speech and dialogue systems #Multi-Agent Systems and Negotiation
3. Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models
   2023/06/07 by Naoki Egami, Egami, Naoki, Hinck, Musashi +4 · 8 citations
   Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
4. IssueBench: Millions of Realistic Prompts for Measuring Issue Bias in LLM Writing Assistance
   2025/02/12 by Paul Röttger, Röttger, Paul, Musashi Hinck +11 · 2 voices · 7 citations
   #cs.CL
5. LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model
   2024/03/29 by Musashi Hinck, Hinck, Musashi, Matthew Olson +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
6. Debiasing Large Vision-Language Models by Ablating Protected Attribute Representations
   2024/10/17 by Ratzlaff, Neale, Olson, Matthew Lyle, Hinck, Musashi +3 · 2 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution
   2024/08/28 by Sungduk Yu, Brian White, Yu, Sungduk +11 · 1 citation
   Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG)
8. Why do LLaVA Vision-Language Models Reply to Images in English?
   2024/07/02 by Hinck, Musashi, Holtermann, Carolin, Olson, Matthew Lyle +6 · 1 citation
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. Steering Large Language Models to Evaluate and Amplify Creativity
   2024/12/08 by Matthew Olson, Olson, Matthew Lyle, Neale Ratzlaff +7 · 1 citation
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Creativity in Education and Neuroscience #FOS: Computer and information sciences #Online Learning and Analytics