Sorensen, Taylor
- 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
- Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration
2024/06/22 by Shangbin Feng, Feng, Shangbin, Taylor Sorensen +11 · 22 citations
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
- Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models
2022/10/06 by Wingate, David, Shoeybi, Mohammad, Sorensen, Taylor · 11 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting
2024/04/16 by Li, Huihan, Jiang, Liwei, Hwang, Jena D. +7 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
2021/12/05 by Kaustubh Dhole, Dhole, Kaustubh D., Varun Gangal +221 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Value Profiles for Encoding Human Variation
2025/03/19 by Taylor Sorensen, Pushkar Mishra, Sorensen, Taylor +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
- Political Neutrality in AI Is Impossible- But Here Is How to Approximate It
2025/02/18 by Fisher, Jillian, Appel, Ruth E., Park, Chan Young +9 · 3 citations
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- 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
- NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation
2023/12/10 by Peter West, West, Peter, Ronan Le Bras +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