Diagnosing LLM Arbitration Behavior over Pre-evidence Epistemic States in RAG-based Fact-Checking
Fuente:
arXiv
Saved in:
| Main Authors: | Sun, Yuxi, Shang, Wenbo, Gao, Wei, Huang, Xin, Ma, Jing |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ADMIT: Few-shot Knowledge Poisoning Attacks on RAG-based Fact Checking
by: Wu, Yutao, et al.
Published: (2025)
by: Wu, Yutao, et al.
Published: (2025)
Beyond Retrieval: Improving Evidence Quality for LLM-based Multimodal Fact-Checking
by: Ou, Haoran, et al.
Published: (2025)
by: Ou, Haoran, et al.
Published: (2025)
Enhancing Health Fact-Checking with LLM-Generated Synthetic Data
by: Zhang, Jingze, et al.
Published: (2025)
by: Zhang, Jingze, et al.
Published: (2025)
Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms
by: Sun, Yuxi, et al.
Published: (2025)
by: Sun, Yuxi, et al.
Published: (2025)
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs
by: Singhal, Ronit, et al.
Published: (2024)
by: Singhal, Ronit, et al.
Published: (2024)
Understanding Inequality of LLM Fact-Checking over Geographic Regions with Agent and Retrieval models
by: Coelho, Bruno, et al.
Published: (2025)
by: Coelho, Bruno, et al.
Published: (2025)
Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables
by: Gong, Haisong, et al.
Published: (2024)
by: Gong, Haisong, et al.
Published: (2024)
Trification: A Comprehensive Tree-based Strategy Planner and Structural Verification for Fact-Checking
by: Barik, Anab Maulana, et al.
Published: (2025)
by: Barik, Anab Maulana, et al.
Published: (2025)
Leveraging LLM Parametric Knowledge for Fact Checking without Retrieval
by: Vazhentsev, Artem, et al.
Published: (2026)
by: Vazhentsev, Artem, et al.
Published: (2026)
InFi-Check: Interpretable and Fine-Grained Fact-Checking of LLMs
by: Bai, Yuzhuo, et al.
Published: (2026)
by: Bai, Yuzhuo, et al.
Published: (2026)
CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention
by: Sun, Yuxi, et al.
Published: (2025)
by: Sun, Yuxi, et al.
Published: (2025)
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications
by: Shang, Wenbo, et al.
Published: (2024)
by: Shang, Wenbo, et al.
Published: (2024)
Representation over Routing: Diagnosing Temporal Routing Pathologies in Multi-Timescale PPO
by: Sun, Jing
Published: (2026)
by: Sun, Jing
Published: (2026)
LLM-Based Adversarial Persuasion Attacks on Fact-Checking Systems
by: Leite, João A., et al.
Published: (2026)
by: Leite, João A., et al.
Published: (2026)
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents
by: Tang, Liyan, et al.
Published: (2024)
by: Tang, Liyan, et al.
Published: (2024)
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals
by: Zeng, Linda, et al.
Published: (2025)
by: Zeng, Linda, et al.
Published: (2025)
DECEIVE-AFC: Adversarial Claim Attacks against Search-Enabled LLM-based Fact-Checking Systems
by: Ou, Haoran, et al.
Published: (2026)
by: Ou, Haoran, et al.
Published: (2026)
Steins;Gate Drive: Semantic Safety Arbitration over Structured Futures for Latency-Decoupled LLM Planning
by: Qiu, Anjie, et al.
Published: (2026)
by: Qiu, Anjie, et al.
Published: (2026)
Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models
by: Setty, Vinay
Published: (2024)
by: Setty, Vinay
Published: (2024)
FinVet: A Collaborative Framework of RAG and External Fact-Checking Agents for Financial Misinformation Detection
by: Araya, Daniel Berhane, et al.
Published: (2025)
by: Araya, Daniel Berhane, et al.
Published: (2025)
ClaimCheck: Real-Time Fact-Checking with Small Language Models
by: Putta, Akshith Reddy, et al.
Published: (2025)
by: Putta, Akshith Reddy, et al.
Published: (2025)
Beyond Translation: LLM-Based Data Generation for Multilingual Fact-Checking
by: Chung, Yi-Ling, et al.
Published: (2025)
by: Chung, Yi-Ling, et al.
Published: (2025)
MedFact: Benchmarking the Fact-Checking Capabilities of Large Language Models on Chinese Medical Texts
by: He, Jiayi, et al.
Published: (2025)
by: He, Jiayi, et al.
Published: (2025)
Fact in Fragments: Deconstructing Complex Claims via LLM-based Atomic Fact Extraction and Verification
by: Zheng, Liwen, et al.
Published: (2025)
by: Zheng, Liwen, et al.
Published: (2025)
Fact-Checking with Large Language Models via Probabilistic Certainty and Consistency
by: Wang, Haoran, et al.
Published: (2026)
by: Wang, Haoran, et al.
Published: (2026)
How LLMs Fail to Support Fact-Checking
by: Proma, Adiba Mahbub, et al.
Published: (2025)
by: Proma, Adiba Mahbub, et al.
Published: (2025)
FACT-E: Causality-Inspired Evaluation for Trustworthy Chain-of-Thought Reasoning
by: Sun, Yuxi, et al.
Published: (2026)
by: Sun, Yuxi, et al.
Published: (2026)
Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, New Insights
by: Chen, Wenbo, et al.
Published: (2026)
by: Chen, Wenbo, et al.
Published: (2026)
RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models
by: Khaliq, M. Abdul, et al.
Published: (2024)
by: Khaliq, M. Abdul, et al.
Published: (2024)
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking
by: Chen, Ting-Chih, et al.
Published: (2024)
by: Chen, Ting-Chih, et al.
Published: (2024)
Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG
by: Du, Xueying, et al.
Published: (2024)
by: Du, Xueying, et al.
Published: (2024)
Evaluating Evidence Attribution in Generated Fact Checking Explanations
by: Xing, Rui, et al.
Published: (2024)
by: Xing, Rui, et al.
Published: (2024)
Uncertainty-Aware Web-Conditioned Scientific Fact-Checking
by: Vinod, Ashwin, et al.
Published: (2026)
by: Vinod, Ashwin, et al.
Published: (2026)
Can LLMs Automate Fact-Checking Article Writing?
by: Sahnan, Dhruv, et al.
Published: (2025)
by: Sahnan, Dhruv, et al.
Published: (2025)
Multimodal Claim Extraction for Fact-Checking
by: Teo, Joycelyn, et al.
Published: (2026)
by: Teo, Joycelyn, et al.
Published: (2026)
CANDY: Benchmarking LLMs' Limitations and Assistive Potential in Chinese Misinformation Fact-Checking
by: Guo, Ruiling, et al.
Published: (2025)
by: Guo, Ruiling, et al.
Published: (2025)
BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking
by: Liu, Yuxuan, et al.
Published: (2025)
by: Liu, Yuxuan, et al.
Published: (2025)
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs
by: Sawczyn, Albert, et al.
Published: (2025)
by: Sawczyn, Albert, et al.
Published: (2025)
Combining Evidence and Reasoning for Biomedical Fact-Checking
by: Barone, Mariano, et al.
Published: (2025)
by: Barone, Mariano, et al.
Published: (2025)
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG
by: Wu, Pingyu, et al.
Published: (2025)
by: Wu, Pingyu, et al.
Published: (2025)
Similar Items
-
ADMIT: Few-shot Knowledge Poisoning Attacks on RAG-based Fact Checking
by: Wu, Yutao, et al.
Published: (2025) -
Beyond Retrieval: Improving Evidence Quality for LLM-based Multimodal Fact-Checking
by: Ou, Haoran, et al.
Published: (2025) -
Enhancing Health Fact-Checking with LLM-Generated Synthetic Data
by: Zhang, Jingze, et al.
Published: (2025) -
Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms
by: Sun, Yuxi, et al.
Published: (2025) -
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs
by: Singhal, Ronit, et al.
Published: (2024)