Optimizing Decomposition for Optimal Claim Verification
Fuente:
arXiv
Saved in:
| Main Authors: | Lu, Yining, Ziems, Noah, Dang, Hy, Jiang, Meng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TOWER: Tree Organized Weighting for Evaluating Complex Instructions
by: Ziems, Noah, et al.
Published: (2024)
by: Ziems, Noah, 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)
A Claim Decomposition Benchmark for Long-form Answer Verification
by: Zhang, Zhihao, et al.
Published: (2024)
by: Zhang, Zhihao, et al.
Published: (2024)
Distill and Align Decomposition for Enhanced Claim Verification
by: Magomere, Jabez, et al.
Published: (2026)
by: Magomere, Jabez, et al.
Published: (2026)
Robust Claim Verification Through Fact Detection
by: Jafari, Nazanin, et al.
Published: (2024)
by: Jafari, Nazanin, et al.
Published: (2024)
Evergreen: Efficient Claim Verification for Semantic Aggregates
by: Lee, Alexander W., et al.
Published: (2026)
by: Lee, Alexander W., et al.
Published: (2026)
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)
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)
MArgE: Meshing Argumentative Evidence from Multiple Large Language Models for Justifiable Claim Verification
by: Ng, Ming Pok, et al.
Published: (2025)
by: Ng, Ming Pok, et al.
Published: (2025)
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning
by: Vladika, Juraj, et al.
Published: (2025)
by: Vladika, Juraj, et al.
Published: (2025)
When Verification Fails: How Compositionally Infeasible Claims Escape Rejection
by: Liu, Muxin, et al.
Published: (2026)
by: Liu, Muxin, et al.
Published: (2026)
BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking
by: Liu, Yuxuan, et al.
Published: (2025)
by: Liu, Yuxuan, et al.
Published: (2025)
ThinknCheck: Grounded Claim Verification with Compact, Reasoning-Driven, and Interpretable Models
by: Rao, Delip, et al.
Published: (2026)
by: Rao, Delip, et al.
Published: (2026)
DecMetrics: Structured Claim Decomposition Scoring for Factually Consistent LLM Outputs
by: Huang, Minghui
Published: (2025)
by: Huang, Minghui
Published: (2025)
Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance?
by: Hu, Qisheng, et al.
Published: (2024)
by: Hu, Qisheng, et al.
Published: (2024)
SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing
by: Liu, Hongjun, et al.
Published: (2025)
by: Liu, Hongjun, et al.
Published: (2025)
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification
by: Vladika, Juraj, et al.
Published: (2024)
by: Vladika, Juraj, et al.
Published: (2024)
Argumentative Large Language Models for Explainable and Contestable Claim Verification
by: Freedman, Gabriel, et al.
Published: (2024)
by: Freedman, Gabriel, et al.
Published: (2024)
MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification
by: Zeng, Xia, et al.
Published: (2024)
by: Zeng, Xia, et al.
Published: (2024)
HiFACTMix: A Code-Mixed Benchmark and Graph-Aware Model for EvidenceBased Political Claim Verification in Hinglish
by: Thakur, Rakesh, et al.
Published: (2025)
by: Thakur, Rakesh, et al.
Published: (2025)
Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future
by: Li, Minzhi, et al.
Published: (2024)
by: Li, Minzhi, et al.
Published: (2024)
Optimizing Long-Form Clinical Text Generation with Claim-Based Rewards
by: Jhaveri, Samyak, et al.
Published: (2025)
by: Jhaveri, Samyak, et al.
Published: (2025)
Combating Biomedical Misinformation through Multi-modal Claim Detection and Evidence-based Verification
by: Barone, Mariano, et al.
Published: (2025)
by: Barone, Mariano, et al.
Published: (2025)
Courtroom-Style Multi-Agent Debate with Progressive RAG and Role-Switching for Controversial Claim Verification
by: Chowdhury, Masnun Nuha, et al.
Published: (2026)
by: Chowdhury, Masnun Nuha, et al.
Published: (2026)
ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation
by: Zhou, Siying, et al.
Published: (2025)
by: Zhou, Siying, et al.
Published: (2025)
BERT-based model for Vietnamese Fact Verification Dataset
by: Tran, Bao, et al.
Published: (2025)
by: Tran, Bao, et al.
Published: (2025)
DecomposeRL: Learning to Ask Useful, Informative, and Diverse Questions for Semi-Supervised, Traceable Claim Verification
by: Dipta, Shubhashis Roy, et al.
Published: (2026)
by: Dipta, Shubhashis Roy, et al.
Published: (2026)
Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation
by: Pham, Hoang, et al.
Published: (2025)
by: Pham, Hoang, et al.
Published: (2025)
DataChef: Cooking Up Optimal Data Recipes for LLM Adaptation via Reinforcement Learning
by: Chen, Yicheng, et al.
Published: (2026)
by: Chen, Yicheng, et al.
Published: (2026)
ClaimIQ at CheckThat! 2025: Comparing Prompted and Fine-Tuned Language Models for Verifying Numerical Claims
by: Anik, Anirban Saha, et al.
Published: (2025)
by: Anik, Anirban Saha, 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)
ORPO: Monolithic Preference Optimization without Reference Model
by: Hong, Jiwoo, et al.
Published: (2024)
by: Hong, Jiwoo, et al.
Published: (2024)
Foundation Models to Unlock Real-World Evidence from Nationwide Medical Claims
by: Ma, Fan, et al.
Published: (2026)
by: Ma, Fan, et al.
Published: (2026)
KnowledgeGain: Evaluating and Optimizing Science News Generation for Reader Learning
by: Soós, Dominik, et al.
Published: (2026)
by: Soós, Dominik, et al.
Published: (2026)
Accelerate Creation of Product Claims Using Generative AI
by: Liang, Po-Yu, et al.
Published: (2025)
by: Liang, Po-Yu, et al.
Published: (2025)
Fine-grained Claim-level RAG Benchmark for Law
by: Das, Souvick, et al.
Published: (2026)
by: Das, Souvick, et al.
Published: (2026)
Position: Stop Making Unscientific AGI Performance Claims
by: Altmeyer, Patrick, et al.
Published: (2024)
by: Altmeyer, Patrick, et al.
Published: (2024)
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis
by: Ortega, Raúl, et al.
Published: (2025)
by: Ortega, Raúl, et al.
Published: (2025)
DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction
by: Chen, Jian, et al.
Published: (2025)
by: Chen, Jian, et al.
Published: (2025)
Evaluating and Optimizing Educational Content with Large Language Model Judgments
by: He-Yueya, Joy, et al.
Published: (2024)
by: He-Yueya, Joy, et al.
Published: (2024)
Similar Items
-
TOWER: Tree Organized Weighting for Evaluating Complex Instructions
by: Ziems, Noah, et al.
Published: (2024) -
The Alignment Bottleneck in Decomposition-Based Claim Verification
by: Akhter, Mahmud Elahi, et al.
Published: (2026) -
A Claim Decomposition Benchmark for Long-form Answer Verification
by: Zhang, Zhihao, et al.
Published: (2024) -
Distill and Align Decomposition for Enhanced Claim Verification
by: Magomere, Jabez, et al.
Published: (2026) -
Robust Claim Verification Through Fact Detection
by: Jafari, Nazanin, et al.
Published: (2024)