Image de couverture de livre

CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zheng, Yingming, Liu, Xiaoliang, Wu, Peng, Pan, Li
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning
par: Vladika, Juraj, et autres
Publié: (2025)

Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification
par: Dougrez-Lewis, John, et autres
Publié: (2024)

Atomic Reasoning for Scientific Table Claim Verification
par: Zhang, Yuji, et autres
Publié: (2025)

ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs
par: Dammu, Preetam Prabhu Srikar, et autres
Publié: (2024)

MEVER: Multi-Modal and Explainable Claim Verification with Graph-based Evidence Retrieval
par: Zhang, Delvin Ce, et autres
Publié: (2026)

SciClaimEval: Cross-modal Claim Verification in Scientific Papers
par: Ho, Xanh, et autres
Publié: (2026)

FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents
par: Zhao, Yilun, et autres
Publié: (2024)

Argumentative Large Language Models for Explainable and Contestable Claim Verification
par: Freedman, Gabriel, et autres
Publié: (2024)

MuSciClaims: Multimodal Scientific Claim Verification
par: Lal, Yash Kumar, et autres
Publié: (2025)

Co-FactChecker: A Framework for Human-AI Collaborative Claim Verification Using Large Reasoning Models
par: Sahnan, Dhruv, et autres
Publié: (2026)

Navigating the Noisy Crowd: Finding Key Information for Claim Verification
par: Gong, Haisong, et autres
Publié: (2024)

What Do Claim Verification Datasets Actually Test? A Reasoning Trace Analysis
par: Rao, Delip, et autres
Publié: (2026)

A Multi-Agent Approach for Claim Verification from Tabular Data Documents
par: Saha, Rudra Ranajee, et autres
Publié: (2026)

Minimal Evidence Group Identification for Claim Verification
par: Li, Xiangci, et autres
Publié: (2024)

Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification
par: Sahu, Pritish, et autres
Publié: (2024)

SciClaimHunt: A Large Dataset for Evidence-based Scientific Claim Verification
par: Kumar, Sujit, et autres
Publié: (2025)

MedRAGChecker: Claim-Level Verification for Biomedical Retrieval-Augmented Generation
par: Ji, Yuelyu, et autres
Publié: (2026)

ThinknCheck: Grounded Claim Verification with Compact, Reasoning-Driven, and Interpretable Models
par: Rao, Delip, et autres
Publié: (2026)

Complex Claim Verification with Evidence Retrieved in the Wild
par: Chen, Jifan, et autres
Publié: (2023)

SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification
par: Elaraby, Mohamed, et autres
Publié: (2025)

Optimizing Decomposition for Optimal Claim Verification
par: Lu, Yining, et autres
Publié: (2025)

CoverBench: A Challenging Benchmark for Complex Claim Verification
par: Jacovi, Alon, et autres
Publié: (2024)

RoE-FND: A Case-Based Reasoning Approach with Dual Verification for Fake News Detection via LLMs
par: Yang, Yuzhou, et autres
Publié: (2025)

Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers
par: Ho, Xanh, et autres
Publié: (2025)

The Alignment Bottleneck in Decomposition-Based Claim Verification
par: Akhter, Mahmud Elahi, et autres
Publié: (2026)

Robust Claim Verification Through Fact Detection
par: Jafari, Nazanin, et autres
Publié: (2024)

Peerispect: Claim Verification in Scientific Peer Reviews
par: Ghorbanpour, Ali, et autres
Publié: (2026)

Psy-Insight: Explainable Multi-turn Bilingual Dataset for Mental Health Counseling
par: Chen, Keqi, et autres
Publié: (2025)

Distill and Align Decomposition for Enhanced Claim Verification
par: Magomere, Jabez, et autres
Publié: (2026)

ClaimDB: A Fact Verification Benchmark over Large Structured Data
par: Theologitis, Michael, et autres
Publié: (2026)

Claim Verification in the Age of Large Language Models: A Survey
par: Dmonte, Alphaeus, et autres
Publié: (2024)

A Claim Decomposition Benchmark for Long-form Answer Verification
par: Zhang, Zhihao, et autres
Publié: (2024)

Evergreen: Efficient Claim Verification for Semantic Aggregates
par: Lee, Alexander W., et autres
Publié: (2026)

When Verification Fails: How Compositionally Infeasible Claims Escape Rejection
par: Liu, Muxin, et autres
Publié: (2026)

Think Right, Not More: Test-Time Scaling for Numerical Claim Verification
par: Chungkham, Primakov, et autres
Publié: (2025)

SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification
par: Wang, Chengye, et autres
Publié: (2025)

Using LLMs for Automated Privacy Policy Analysis: Prompt Engineering, Fine-Tuning and Explainability
par: Chen, Yuxin, et autres
Publié: (2025)

The Automated Verification of Textual Claims (AVeriTeC) Shared Task
par: Schlichtkrull, Michael, et autres
Publié: (2024)

Encoded but Not Routed: Explaining the Table-Chart Gap in Scientific Claim Verification
par: Kumar, Sunisth, et autres
Publié: (2026)

Stereotype Detection in LLMs: A Multiclass, Explainable, and Benchmark-Driven Approach
par: Wu, Zekun, et autres
Publié: (2024)