Ximing Lu
- Faith and Fate: Limits of Transformers on Compositionality
2023/05/29 by Nouha Dziri, Ximing Lu, Dziri, Nouha +29 · 13 voices · 86 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
- The Generative AI Paradox: "What It Can Create, It May Not Understand"
2023/10/31 by Peter West, Ximing Lu, West, Peter +27 · 5 voices · 18 citations
Computer Science · Social Sciences · Medicine · #cs.AI #cs.CL #cs.CV #cs.LG
- DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts
2021/05/07 by Alisa Liu, Maarten Sap, Liu, Alisa +11 · 45 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- A Roadmap to Pluralistic Alignment
2024/02/07 by Taylor Sorensen, Jared Moore, Sorensen, Taylor +21 · 1 voice · 39 citations
Social Sciences · Computer Science · Medicine · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Artificial Intelligence in Healthcare and Education
- 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, Melanie Sclar, Lu, Ximing +19 · 8 voices · 14 citations
#cs.CL
- WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models
2024/06/26 by Liwei Jiang, Kavel Rao, Jiang, Liwei +19 · 57 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Generating Sequences by Learning to Self-Correct
2022/10/31 by Sean Welleck, Welleck, Sean, Ximing Lu +11 · 32 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
2023/12/04 by Bill Yuchen Lin, Lin, Bill Yuchen, Abhilasha Ravichander +13 · 40 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
2025/05/30 by Mingjie Liu, Shizhe Diao, Liu, Mingjie +13 · 2 voices · 80 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- MERLOT Reserve: Neural Script Knowledge through Vision and Language and\n Sound
2022/01/07 by Rowan Zellers, Zellers, Rowan, Jiasen Lu +17 · 17 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
- MERLOT: Multimodal Neural Script Knowledge Models
2021/06/04 by Rowan Zellers, Ximing Lu, Zellers, Rowan +13 · 16 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
- ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
2025/11/26 by Hongjin Su, Su, Hongjin, Shizhe Diao +30 · 4 voices · 4 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning and Data Classification #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.MA
- Generated Knowledge Prompting for Commonsense Reasoning
2021/10/15 by Jiacheng Liu, Alisa Liu, Liu, Jiacheng +13 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints
2020/10/24 by Ximing Lu, Peter West, Lu, Ximing +9 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
2023/10/12 by Linlu Qiu, Liwei Jiang, Qiu, Linlu +19 · 11 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 · 7 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- Goedel-Prover-V2: Scaling Formal Theorem Proving with Scaffolded Data Synthesis and Self-Correction
2025/08/05 by Yong Lin, Lin, Yong, Shange Tang +37 · 2 voices · 36 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- NaturalProver: Grounded Mathematical Proof Generation with Language Models
2022/05/25 by Sean Welleck, Welleck, Sean, Jiacheng Liu +7 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing
- 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 · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- HAICOSYSTEM: An Ecosystem for Sandboxing Safety Risks in Human-AI Interactions
2024/09/24 by Xuhui Zhou, Hyun‐Woo Kim, Zhou, Xuhui +21 · 10 citations
Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models
2025/03/15 by Abhilasha Ravichander, Ravichander, Abhilasha, Jillian Fisher +15 · 1 voice · 5 citations
#cs.CL
- In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
2023/11/13 by Huihan Li, Yuting Ning, Li, Huihan +16 · 4 citations
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning
2025/05/26 by Jaehun Jung, Seungju Han, Jung, Jaehun +17 · 10 citations
Engineering · #Reservoir Engineering and Simulation Methods
- Leftover Lunch: Advantage-based Offline Reinforcement Learning for Language Models
2023/05/24 by Ashutosh Baheti, Baheti, Ashutosh, Ximing Lu +9 · 1 voice · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering
2022/10/06 by Jiacheng Liu, Liu, Jiacheng, Skyler Hallinan +11 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements
2024/08/28 by Jillian Fisher, Skyler Hallinan, Fisher, Jillian +9 · 3 citations
Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Retro-Search: Exploring Untaken Paths for Deeper and Efficient Reasoning
2025/04/06 by Ximing Lu, Lu, Ximing, Seungju Han +19 · 7 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Explainable Artificial Intelligence (XAI) #Advanced Graph Neural Networks
- Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
2025/07/16 by Mingjie Liu, Shizhe Diao, Liu, Mingjie +40 · 12 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- STEER: Unified Style Transfer with Expert Reinforcement
2023/11/13 by Skyler Hallinan, Faeze Brahman, Hallinan, Skyler +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech Recognition and Synthesis #Topic Modeling
- 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
- CreativityPrism: A Cross-Domain Evaluation Framework for Large Language Model Creativity
2025/10/23 by Zhaoyi Joey Hou, Bowei Alvin Zhang, Hou, Zhaoyi Joey +21 · 1 voice · 1 citation
Computer Science · Materials Science · Psychology · #Artificial Intelligence in Games #Creativity in Education and Neuroscience #Machine Learning in Materials Science #cs.AI #cs.CL
- Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions
2025/06/10 by David Acuna, Ximing Lu, Acuna, David +11 · 3 citations
Computer Science · Social Sciences · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI