Taylor Sorensen
- A Roadmap to Pluralistic Alignment
2024/02/07 by Taylor Sorensen, Jared Moore, Sorensen, Taylor +21 · 1 voice · 30 citations
Social Sciences · Computer Science · Medicine · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Artificial Intelligence in Healthcare and Education
- Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale
2023/10/03 by Lisa P. Argyle, Christopher A. Bail, Ethan C. Busby +5 · 2 voices · 24 citations
Social Sciences · Computer Science · #Social Media and Politics #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts
- Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration
2024/06/22 by Shangbin Feng, Taylor Sorensen, Feng, Shangbin +11 · 22 citations
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
- Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing
2023/05/26 by Jaehun Jung, Jung, Jaehun, Peter West +13 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Value Profiles for Encoding Human Variation
2025/03/19 by Taylor Sorensen, Sorensen, Taylor, Pushkar Mishra +15 · 1 voice · 8 citations
#cs.CL #cs.AI #cs.HC #cs.LG
- Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models
2025/03/15 by Abhilasha Ravichander, Jillian Fisher, Ravichander, Abhilasha +15 · 1 voice · 5 citations
#cs.CL
- Towards Coding Social Science Datasets with Language Models
2023/06/03 by Christopher Michael Rytting, Rytting, Christopher Michael, Taylor Sorensen +11 · 1 voice · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- Can Language Models Reason about Individualistic Human Values and Preferences?
2024/10/04 by Liwei Jiang, Jiang, Liwei, Taylor Sorensen +5 · 4 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Spectrum Tuning: Post-Training for Distributional Coverage and In-Context Steerability
2025/10/07 by Taylor Sorensen, Sorensen, Taylor, Benjamin T. Newman +13 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Blind Source Separation Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Investigating machine moral judgement through the Delphi experiment
2025/01/13 by Liwei Jiang, Jena D. Hwang, Chandra Bhagavatula +15 · 2 voices · 2 citations
Arts and Humanities · Neuroscience · Social Sciences · #Epistemology, Ethics, and Metaphysics #Ethics and Social Impacts of AI #Psychology of Moral and Emotional Judgment
- NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation
2023/12/10 by Peter West, Ronan Le Bras, West, Peter +19 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling