LLM-based Corroborating and Refuting Evidence Retrieval for Scientific Claim Verification
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Siyuan, Foulds, James R., Gani, Md Osman, Pan, Shimei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbots
by: Feldman, Philip, et al.
Published: (2024)
by: Feldman, Philip, et al.
Published: (2024)
Can Generative AI be Egalitarian?
by: Feldman, Philip, et al.
Published: (2025)
by: Feldman, Philip, et al.
Published: (2025)
Optimizing Data-driven Causal Discovery Using Knowledge-guided Search
by: Hasan, Uzma, et al.
Published: (2023)
by: Hasan, Uzma, et al.
Published: (2023)
A Unifying Human-Centered AI Fairness Framework
by: Rahman, Munshi Mahbubur, et al.
Published: (2025)
by: Rahman, Munshi Mahbubur, et al.
Published: (2025)
You've Changed: Detecting Modification of Black-Box Large Language Models
by: Dima, Alden, et al.
Published: (2025)
by: Dima, Alden, et al.
Published: (2025)
DCD: Decomposition-based Causal Discovery from Autocorrelated and Non-Stationary Temporal Data
by: Ferdous, Muhammad Hasan, et al.
Published: (2026)
by: Ferdous, Muhammad Hasan, et al.
Published: (2026)
A Survey on Causal Discovery Methods for I.I.D. and Time Series Data
by: Hasan, Uzma, et al.
Published: (2023)
by: Hasan, Uzma, et al.
Published: (2023)
Autonomous Robotic Swarms: A Corroborative Approach for Verification and Validation
by: Abeywickrama, Dhaminda B., et al.
Published: (2024)
by: Abeywickrama, Dhaminda B., et al.
Published: (2024)
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification
by: Vladika, Juraj, et al.
Published: (2024)
by: Vladika, Juraj, et al.
Published: (2024)
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models
by: Zhang, Tao, et al.
Published: (2024)
by: Zhang, Tao, et al.
Published: (2024)
FactReview: Evidence-Grounded Peer Review with Execution-Based Claim Verification
by: Yue, Ling, et al.
Published: (2026)
by: Yue, Ling, et al.
Published: (2026)
Thucy: An LLM-based Multi-Agent System for Claim Verification across Relational Databases
by: Theologitis, Michael, et al.
Published: (2025)
by: Theologitis, Michael, 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)
Robust Claim Verification Through Fact Detection
by: Jafari, Nazanin, et al.
Published: (2024)
by: Jafari, Nazanin, et al.
Published: (2024)
Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction
by: Hossain, Emam, et al.
Published: (2025)
by: Hossain, Emam, et al.
Published: (2025)
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)
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)
STRIVE: Structured Reasoning for Self-Improvement in Claim Verification
by: Gong, Haisong, et al.
Published: (2025)
by: Gong, Haisong, et al.
Published: (2025)
RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models
by: Yan, Jianhao, et al.
Published: (2024)
by: Yan, Jianhao, et al.
Published: (2024)
Optimizing Decomposition for Optimal Claim Verification
by: Lu, Yining, et al.
Published: (2025)
by: Lu, Yining, et al.
Published: (2025)
Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification
by: Hu, Qisheng, et al.
Published: (2025)
by: Hu, Qisheng, et al.
Published: (2025)
A Refutation of Shapley Values for Explainability
by: Huang, Xuanxiang, et al.
Published: (2023)
by: Huang, Xuanxiang, et al.
Published: (2023)
Deep Time-Series Models Meet Volatility: Multi-Horizon Electricity Price Forecasting in the Australian National Electricity Market
by: Gani, Mohammed Osman, et al.
Published: (2026)
by: Gani, Mohammed Osman, et al.
Published: (2026)
Can AI Validate Science? Benchmarking LLMs for Accurate Scientific Claim $\rightarrow$ Evidence Reasoning
by: Javaji, Shashidhar Reddy, et al.
Published: (2025)
by: Javaji, Shashidhar Reddy, et al.
Published: (2025)
The Alignment Bottleneck in Decomposition-Based Claim Verification
by: Akhter, Mahmud Elahi, et al.
Published: (2026)
by: Akhter, Mahmud Elahi, et al.
Published: (2026)
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)
Evergreen: Efficient Claim Verification for Semantic Aggregates
by: Lee, Alexander W., et al.
Published: (2026)
by: Lee, Alexander W., et al.
Published: (2026)
T-Retriever: Tree-based Hierarchical Retrieval Augmented Generation for Textual Graphs
by: Wei, Chunyu, et al.
Published: (2026)
by: Wei, Chunyu, et al.
Published: (2026)
ART: Adaptive Reasoning Trees for Explainable Claim Verification
by: Wadhwa, Sahil, et al.
Published: (2026)
by: Wadhwa, Sahil, et al.
Published: (2026)
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)
Distill and Align Decomposition for Enhanced Claim Verification
by: Magomere, Jabez, et al.
Published: (2026)
by: Magomere, Jabez, et al.
Published: (2026)
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)
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)
A Claim Decomposition Benchmark for Long-form Answer Verification
by: Zhang, Zhihao, et al.
Published: (2024)
by: Zhang, Zhihao, et al.
Published: (2024)
T-REX: Table -- Refute or Entail eXplainer
by: Horstmann, Tim Luka, et al.
Published: (2025)
by: Horstmann, Tim Luka, et al.
Published: (2025)
The Need for Verification in AI-Driven Scientific Discovery
by: Cornelio, Cristina, et al.
Published: (2025)
by: Cornelio, Cristina, et al.
Published: (2025)
Reasoning-CV: Fine-tuning Powerful Reasoning LLMs for Knowledge-Assisted Claim Verification
by: Zheng, Zhi, et al.
Published: (2025)
by: Zheng, Zhi, et al.
Published: (2025)
Securing AI Agents: Implementing Role-Based Access Control for Industrial Applications
by: Ganie, Aadil Gani
Published: (2025)
by: Ganie, Aadil Gani
Published: (2025)
Wavelet-Enhanced Neural ODE and Graph Attention for Interpretable Energy Forecasting
by: Joy, Usman Gani
Published: (2025)
by: Joy, Usman Gani
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)
Similar Items
-
RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbots
by: Feldman, Philip, et al.
Published: (2024) -
Can Generative AI be Egalitarian?
by: Feldman, Philip, et al.
Published: (2025) -
Optimizing Data-driven Causal Discovery Using Knowledge-guided Search
by: Hasan, Uzma, et al.
Published: (2023) -
A Unifying Human-Centered AI Fairness Framework
by: Rahman, Munshi Mahbubur, et al.
Published: (2025) -
You've Changed: Detecting Modification of Black-Box Large Language Models
by: Dima, Alden, et al.
Published: (2025)