Liwei Jiang
- The Generative AI Paradox: "What It Can Create, It May Not Understand"
2023/10/31 by Peter West, West, Peter, Ximing Lu +27 · 5 voices · 13 citations
Computer Science · Social Sciences · Medicine · #cs.AI #cs.CL #cs.CV #cs.LG
- Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)
2025/10/27 by Liwei Jiang, Yuanjun Chai, Jiang, Liwei +17 · 15 voices · 13 citations
#cs.CL
- AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
2024/10/05 by Ximing Lu, Lu, Ximing, Melanie Sclar +19 · 8 voices · 13 citations
#cs.CL
- 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
- WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models
2024/06/26 by Liwei Jiang, Jiang, Liwei, Kavel Rao +19 · 49 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences
- DailyDilemmas: Revealing Value Preferences of LLMs with Quandaries of Daily Life
2024/10/03 by Yu Ying Chiu, Liwei Jiang, Chiu, Yu Ying +3 · 14 citations
Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Stock Market Forecasting Methods #Data Mining Algorithms and Applications
- Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
2023/10/12 by Linlu Qiu, Qiu, Linlu, Liwei Jiang +19 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- ProsocialDialog: A Prosocial Backbone for Conversational Agents
2022/05/25 by Hyunwoo Kim, Youngjae Yu, Kim, Hyunwoo +13 · 6 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #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, Peter West, Jung, Jaehun +13 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Active manifolds, stratifications, and convergence to local minima in nonsmooth optimization
2021/08/26 by Damek Davis, Davis, Damek, Dmitriy Drusvyatskiy +3 · 4 citations
Computer Science · Economics, Econometrics and Finance · Mathematics · #65K05 #65K10 #90C06 #90C15 #90C30 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques #Stochastic processes and financial applications
- CulturalTeaming: AI-Assisted Interactive Red-Teaming for Challenging LLMs' (Lack of) Multicultural Knowledge
2024/04/10 by Yu Ying Chiu, Chiu, Yu Ying, Liwei Jiang +17 · 7 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
- Particip-AI: A Democratic Surveying Framework for Anticipating Future AI Use Cases, Harms and Benefits
2024/03/21 by Jimin Mun, Mun, Jimin, Liwei Jiang +13 · 4 citations
Social Sciences · #Ethics and Social Impacts of AI
- SafetyAnalyst: Interpretable, Transparent, and Steerable Safety Moderation for AI Behavior
2024/10/22 by Jing‐Jing Li, Li, Jing-Jing, Valentina Pyatkin +17 · 6 citations
Decision Sciences · Engineering · Computer Science · #Risk and Safety Analysis #Safety Systems Engineering in Autonomy #Adversarial Robustness in Machine Learning
- Asymptotic normality and optimality in nonsmooth stochastic approximation
2023/01/16 by Damek Davis, Dmitriy Drusvyatskiy, Davis, Damek +3 · 2 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #65K05 #65K10 #90C06 #90C15 #90C30 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Risk and Portfolio Optimization #Statistics Theory (math.ST) #Stochastic processes and financial applications
- 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
- What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations
2023/10/24 by Kavel Rao, Liwei Jiang, Rao, Kavel +13 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Explainable Artificial Intelligence (XAI)
- A nearly linearly convergent first-order method for nonsmooth functions with quadratic growth
2022/04/29 by Damek Davis, Liwei Jiang, Davis, Damek +1 · 1 citation
Computer Science · Mathematics · #65K05 #65K10 #90C15 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Stochastic Gradient Optimization Techniques
- 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
- To Err is AI : A Case Study Informing LLM Flaw Reporting Practices
2024/10/15 by Sean McGregor, Allyson Ettinger, McGregor, Sean +24 · 2 voices · 1 citation
Computer Science · #cs.CY #cs.LG #cs.SE
- 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
- JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models
2024/02/13 by Jillian Fisher, Ximing Lu, Fisher, Jillian +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- AI Debate Aids Assessment of Controversial Claims
2025/06/02 by Salman Rahman, Rahman, Salman, Sheriff Issaka +24 · 2 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Law, AI, and Intellectual Property
- Online Covariance Estimation in Nonsmooth Stochastic Approximation
2025/02/07 by Liwei Jiang, Jiang, Liwei, Abhishek Roy +9 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Management and Algorithms #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)