Unraveling Misinformation Propagation in LLM Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Feng, Yiyang, Wang, Yichen, Cui, Shaobo, Faltings, Boi, Lee, Mina, Zhou, Jiawei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Nuance Matters: Probing Epistemic Consistency in Causal Reasoning
by: Cui, Shaobo, et al.
Published: (2024)
by: Cui, Shaobo, et al.
Published: (2024)
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning
by: Cui, Shaobo, et al.
Published: (2024)
by: Cui, Shaobo, et al.
Published: (2024)
Exploring Defeasibility in Causal Reasoning
by: Cui, Shaobo, et al.
Published: (2024)
by: Cui, Shaobo, et al.
Published: (2024)
Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning
by: Paul, Debjit, et al.
Published: (2024)
by: Paul, Debjit, et al.
Published: (2024)
A Logical Fallacy-Informed Framework for Argument Generation
by: Mouchel, Luca, et al.
Published: (2024)
by: Mouchel, Luca, et al.
Published: (2024)
REFINER: Reasoning Feedback on Intermediate Representations
by: Paul, Debjit, et al.
Published: (2023)
by: Paul, Debjit, et al.
Published: (2023)
Tracking the Limits of Knowledge Propagation: How LLMs Fail at Multi-Step Reasoning with Conflicting Knowledge
by: Feng, Yiyang, et al.
Published: (2026)
by: Feng, Yiyang, et al.
Published: (2026)
Enhancing Retrieval Systems with Inference-Time Logical Reasoning
by: Faltings, Felix, et al.
Published: (2025)
by: Faltings, Felix, et al.
Published: (2025)
Evolutionary Developmental Biology Can Serve as the Conceptual Foundation for a New Design Paradigm in Artificial Intelligence
by: Erden, Zeki Doruk, et al.
Published: (2025)
by: Erden, Zeki Doruk, et al.
Published: (2025)
Foundations of a Developmental Design Paradigm for Integrated Continual Learning, Deliberative Behavior, and Comprehensibility
by: Erden, Zeki Doruk, et al.
Published: (2025)
by: Erden, Zeki Doruk, et al.
Published: (2025)
On the Parallels Between Evolutionary Theory and the State of AI
by: Erden, Zeki Doruk, et al.
Published: (2025)
by: Erden, Zeki Doruk, et al.
Published: (2025)
FedCDC: A Collaborative Framework for Data Consumers in Federated Learning Market
by: Shi, Zhuan, et al.
Published: (2025)
by: Shi, Zhuan, et al.
Published: (2025)
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
by: Wan, Herun, et al.
Published: (2024)
by: Wan, Herun, et al.
Published: (2024)
LLMs for Resource Allocation: A Participatory Budgeting Approach to Inferring Preferences
by: Damle, Sankarshan, et al.
Published: (2025)
by: Damle, Sankarshan, et al.
Published: (2025)
PRISM: A Dual View of LLM Reasoning through Semantic Flow and Latent Computation
by: Chang, Ruidi, et al.
Published: (2026)
by: Chang, Ruidi, et al.
Published: (2026)
Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference
by: Wang, Zhengjia, et al.
Published: (2025)
by: Wang, Zhengjia, et al.
Published: (2025)
Toward Verifiable Misinformation Detection: A Multi-Tool LLM Agent Framework
by: Cui, Zikun, et al.
Published: (2025)
by: Cui, Zikun, et al.
Published: (2025)
Interpretable Multimodal Misinformation Detection with Logic Reasoning
by: Liu, Hui, et al.
Published: (2023)
by: Liu, Hui, et al.
Published: (2023)
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning
by: Zheng, Tianshi, et al.
Published: (2025)
by: Zheng, Tianshi, et al.
Published: (2025)
Exploring the Impact of Instruction-Tuning on LLM's Susceptibility to Misinformation
by: Han, Kyubeen, et al.
Published: (2025)
by: Han, Kyubeen, et al.
Published: (2025)
Agential AI for Integrated Continual Learning, Deliberative Behavior, and Comprehensible Models
by: Erden, Zeki Doruk, et al.
Published: (2025)
by: Erden, Zeki Doruk, et al.
Published: (2025)
A Proposal for Networks Capable of Continual Learning
by: Erden, Zeki Doruk, et al.
Published: (2025)
by: Erden, Zeki Doruk, et al.
Published: (2025)
Directed Structural Adaptation to Overcome Statistical Conflicts and Enable Continual Learning
by: Erden, Zeki Doruk, et al.
Published: (2024)
by: Erden, Zeki Doruk, et al.
Published: (2024)
Probabilistic Concept Graph Reasoning for Multimodal Misinformation Detection
by: Yang, Ruichao, et al.
Published: (2026)
by: Yang, Ruichao, et al.
Published: (2026)
RAAR: Retrieval Augmented Agentic Reasoning for Cross-Domain Misinformation Detection
by: Liu, Zhiwei, et al.
Published: (2026)
by: Liu, Zhiwei, et al.
Published: (2026)
Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-Starting Progressive Propagation
by: Shao, Zhoutian, et al.
Published: (2024)
by: Shao, Zhoutian, et al.
Published: (2024)
An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs
by: Hussain, Ayana, et al.
Published: (2025)
by: Hussain, Ayana, et al.
Published: (2025)
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG
by: Deng, Boyi, et al.
Published: (2024)
by: Deng, Boyi, et al.
Published: (2024)
LLM Robustness Against Misinformation in Biomedical Question Answering
by: Bondarenko, Alexander, et al.
Published: (2024)
by: Bondarenko, Alexander, et al.
Published: (2024)
Unlearning Climate Misinformation in Large Language Models
by: Fore, Michael, et al.
Published: (2024)
by: Fore, Michael, et al.
Published: (2024)
A Simple Yet Strong Baseline for Long-Term Conversational Memory of LLM Agents
by: Zhou, Sizhe, et al.
Published: (2025)
by: Zhou, Sizhe, et al.
Published: (2025)
Persuasion at Play: Understanding Misinformation Dynamics in Demographic-Aware Human-LLM Interactions
by: Borah, Angana, et al.
Published: (2025)
by: Borah, Angana, et al.
Published: (2025)
Can LLM-Generated Misinformation Be Detected?
by: Chen, Canyu, et al.
Published: (2023)
by: Chen, Canyu, et al.
Published: (2023)
Accelerating Diffusion LLM Inference via Local Determinism Propagation
by: Kong, Fanheng, et al.
Published: (2025)
by: Kong, Fanheng, et al.
Published: (2025)
Self-Improvement of Large Language Models: A Technical Overview and Future Outlook
by: Yang, Haoyan, et al.
Published: (2026)
by: Yang, Haoyan, et al.
Published: (2026)
Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems
by: Li, Zherui, et al.
Published: (2025)
by: Li, Zherui, et al.
Published: (2025)
ToolDreamer: Instilling LLM Reasoning Into Tool Retrievers
by: Sengupta, Saptarshi, et al.
Published: (2025)
by: Sengupta, Saptarshi, et al.
Published: (2025)
Misinforming LLMs: vulnerabilities, challenges and opportunities
by: Zhou, Bo, et al.
Published: (2024)
by: Zhou, Bo, et al.
Published: (2024)
Lazy But Effective: Collaborative Personalized Federated Learning with Heterogeneous Data
by: Rokvic, Ljubomir, et al.
Published: (2025)
by: Rokvic, Ljubomir, et al.
Published: (2025)
Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation
by: Wu, Jiaying, et al.
Published: (2025)
by: Wu, Jiaying, et al.
Published: (2025)
Similar Items
-
Nuance Matters: Probing Epistemic Consistency in Causal Reasoning
by: Cui, Shaobo, et al.
Published: (2024) -
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning
by: Cui, Shaobo, et al.
Published: (2024) -
Exploring Defeasibility in Causal Reasoning
by: Cui, Shaobo, et al.
Published: (2024) -
Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning
by: Paul, Debjit, et al.
Published: (2024) -
A Logical Fallacy-Informed Framework for Argument Generation
by: Mouchel, Luca, et al.
Published: (2024)