SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification
Fuente:
arXiv
Saved in:
| Main Authors: | Elaraby, Mohamed, Maheswari, Jyoti Prakash |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SciClaimEval: Cross-modal Claim Verification in Scientific Papers
by: Ho, Xanh, et al.
Published: (2026)
by: Ho, Xanh, et al.
Published: (2026)
MuSciClaims: Multimodal Scientific Claim Verification
by: Lal, Yash Kumar, et al.
Published: (2025)
by: Lal, Yash Kumar, et al.
Published: (2025)
ARC: Argument Representation and Coverage Analysis for Zero-Shot Long Document Summarization with Instruction Following LLMs
by: Elaraby, Mohamed, et al.
Published: (2025)
by: Elaraby, Mohamed, et al.
Published: (2025)
ContextClaim: A Context-Driven Paradigm for Verifiable Claim Detection
by: Li, Yufeng, et al.
Published: (2026)
by: Li, Yufeng, et al.
Published: (2026)
SciClaimHunt: A Large Dataset for Evidence-based Scientific Claim Verification
by: Kumar, Sujit, et al.
Published: (2025)
by: Kumar, Sujit, et al.
Published: (2025)
A Claim Decomposition Benchmark for Long-form Answer Verification
by: Zhang, Zhihao, et al.
Published: (2024)
by: Zhang, Zhihao, et al.
Published: (2024)
Atomic Reasoning for Scientific Table Claim Verification
by: Zhang, Yuji, et al.
Published: (2025)
by: Zhang, Yuji, et al.
Published: (2025)
Optimizing Decomposition for Optimal Claim Verification
by: Lu, Yining, et al.
Published: (2025)
by: Lu, Yining, et al.
Published: (2025)
Minimal Evidence Group Identification for Claim Verification
by: Li, Xiangci, et al.
Published: (2024)
by: Li, Xiangci, et al.
Published: (2024)
Complex Claim Verification with Evidence Retrieved in the Wild
by: Chen, Jifan, et al.
Published: (2023)
by: Chen, Jifan, et al.
Published: (2023)
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification
by: Wang, Chengye, et al.
Published: (2025)
by: Wang, Chengye, et al.
Published: (2025)
ClaimDB: A Fact Verification Benchmark over Large Structured Data
by: Theologitis, Michael, et al.
Published: (2026)
by: Theologitis, Michael, et al.
Published: (2026)
A Multi-Agent Approach for Claim Verification from Tabular Data Documents
by: Saha, Rudra Ranajee, et al.
Published: (2026)
by: Saha, Rudra Ranajee, et al.
Published: (2026)
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs
by: Dammu, Preetam Prabhu Srikar, et al.
Published: (2024)
by: Dammu, Preetam Prabhu Srikar, et al.
Published: (2024)
The Alignment Bottleneck in Decomposition-Based Claim Verification
by: Akhter, Mahmud Elahi, et al.
Published: (2026)
by: Akhter, Mahmud Elahi, et al.
Published: (2026)
Robust Claim Verification Through Fact Detection
by: Jafari, Nazanin, et al.
Published: (2024)
by: Jafari, Nazanin, et al.
Published: (2024)
Peerispect: Claim Verification in Scientific Peer Reviews
by: Ghorbanpour, Ali, et al.
Published: (2026)
by: Ghorbanpour, Ali, et al.
Published: (2026)
CoverBench: A Challenging Benchmark for Complex Claim Verification
by: Jacovi, Alon, et al.
Published: (2024)
by: Jacovi, Alon, et al.
Published: (2024)
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM
by: Pham, Hoang, et al.
Published: (2025)
by: Pham, Hoang, et al.
Published: (2025)
Evergreen: Efficient Claim Verification for Semantic Aggregates
by: Lee, Alexander W., et al.
Published: (2026)
by: Lee, Alexander W., et al.
Published: (2026)
Navigating the Noisy Crowd: Finding Key Information for Claim Verification
by: Gong, Haisong, et al.
Published: (2024)
by: Gong, Haisong, et al.
Published: (2024)
ClaimFlow: Tracing the Evolution of Scientific Claims in NLP
by: Pramanick, Aniket, et al.
Published: (2026)
by: Pramanick, Aniket, et al.
Published: (2026)
Distill and Align Decomposition for Enhanced Claim Verification
by: Magomere, Jabez, et al.
Published: (2026)
by: Magomere, Jabez, et al.
Published: (2026)
FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents
by: Zhao, Yilun, et al.
Published: (2024)
by: Zhao, Yilun, et al.
Published: (2024)
Claim Verification in the Age of Large Language Models: A Survey
by: Dmonte, Alphaeus, et al.
Published: (2024)
by: Dmonte, Alphaeus, et al.
Published: (2024)
ClaimPT: A Portuguese Dataset of Annotated Claims in News Articles
by: Campos, Ricardo, et al.
Published: (2026)
by: Campos, Ricardo, et al.
Published: (2026)
When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification
by: Shcharbakova, Hanna, et al.
Published: (2025)
by: Shcharbakova, Hanna, et al.
Published: (2025)
Think Right, Not More: Test-Time Scaling for Numerical Claim Verification
by: Chungkham, Primakov, et al.
Published: (2025)
by: Chungkham, Primakov, et al.
Published: (2025)
The Automated Verification of Textual Claims (AVeriTeC) Shared Task
by: Schlichtkrull, Michael, et al.
Published: (2024)
by: Schlichtkrull, Michael, et al.
Published: (2024)
MedRAGChecker: Claim-Level Verification for Biomedical Retrieval-Augmented Generation
by: Ji, Yuelyu, et al.
Published: (2026)
by: Ji, Yuelyu, et al.
Published: (2026)
Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification
by: Dougrez-Lewis, John, et al.
Published: (2024)
by: Dougrez-Lewis, John, et al.
Published: (2024)
Encoded but Not Routed: Explaining the Table-Chart Gap in Scientific Claim Verification
by: Kumar, Sunisth, et al.
Published: (2026)
by: Kumar, Sunisth, et al.
Published: (2026)
CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs
by: Zheng, Yingming, et al.
Published: (2025)
by: Zheng, Yingming, et al.
Published: (2025)
ViClaim: A Multilingual Multilabel Dataset for Automatic Claim Detection in Videos
by: Giedemann, Patrick, et al.
Published: (2025)
by: Giedemann, Patrick, et al.
Published: (2025)
Towards Better Evaluation for Generated Patent Claims
by: Jiang, Lekang, et al.
Published: (2025)
by: Jiang, Lekang, et al.
Published: (2025)
Towards Effective Extraction and Evaluation of Factual Claims
by: Metropolitansky, Dasha, et al.
Published: (2025)
by: Metropolitansky, Dasha, et al.
Published: (2025)
ClaimBrush: A Novel Framework for Automated Patent Claim Refinement Based on Large Language Models
by: Kawano, Seiya, et al.
Published: (2024)
by: Kawano, Seiya, et al.
Published: (2024)
Co-FactChecker: A Framework for Human-AI Collaborative Claim Verification Using Large Reasoning Models
by: Sahnan, Dhruv, et al.
Published: (2026)
by: Sahnan, Dhruv, et al.
Published: (2026)
UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval
by: Lenc, Ladislav, et al.
Published: (2025)
by: Lenc, Ladislav, et al.
Published: (2025)
MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters
by: Panchendrarajan, Rrubaa, et al.
Published: (2025)
by: Panchendrarajan, Rrubaa, et al.
Published: (2025)
Similar Items
-
SciClaimEval: Cross-modal Claim Verification in Scientific Papers
by: Ho, Xanh, et al.
Published: (2026) -
MuSciClaims: Multimodal Scientific Claim Verification
by: Lal, Yash Kumar, et al.
Published: (2025) -
ARC: Argument Representation and Coverage Analysis for Zero-Shot Long Document Summarization with Instruction Following LLMs
by: Elaraby, Mohamed, et al.
Published: (2025) -
ContextClaim: A Context-Driven Paradigm for Verifiable Claim Detection
by: Li, Yufeng, et al.
Published: (2026) -
SciClaimHunt: A Large Dataset for Evidence-based Scientific Claim Verification
by: Kumar, Sujit, et al.
Published: (2025)