Papers
3,509 papers found
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output
Hithesh Sankararaman, Mohammed Nasheed Yasin, Tanner Sorensen et al.
RAG-Fusion Based Information Retrieval for Fact-Checking
Yuki Momii, Tetsuya Takiguchi, Yasuo Ariki
Zero-shot Fact Verification by Claim Generation
Liangming Pan, Wenhu Chen, Wenhan Xiong et al.
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation
Liwen Sun, James Jialun Zhao, Wenjing Han et al.
ipezoTU at SemEval-2025 Task 7: Hybrid Ensemble Retrieval for Multilingual Fact-Checking
Iva Pezo, Allan Hanbury, Moritz Staudinger
Entity-based Claim Representation Improves Fact-Checking of Medical Content in Tweets
Amelie Wührl, Roman Klinger
Improving Explainable Fact-Checking with Claim-Evidence Correlations
Xin Tan, Bowei Zou, Ai Ti Aw
From Relevance to Utility: Evidence Retrieval with Feedback for Fact Verification
Hengran Zhang, Ruqing Zhang, Jiafeng Guo et al.
Automated Historical Fact-Checking by Passage Retrieval, Word Statistics, and Virtual Question-Answering
Mio Kobayashi, Ai Ishii, Chikara Hoshino et al.
FIRE: Fact-checking with Iterative Retrieval and Verification
Zhuohan Xie, Rui Xing, Yuxia Wang et al.
ipezoTU at SemEval-2025 Task 7: Hybrid Ensemble Retrieval for Multilingual Fact-Checking
Iva Pezo, Allan Hanbury, Moritz Staudinger
Multimodal Claim Extraction for Fact-Checking
Joycelyn Teo, Rui Cao, Zhenyun Deng et al.
Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction
Martin Fajcik, Petr Motlicek, Pavel Smrz
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking
Dina Pisarevskaya, Arkaitz Zubiaga
Empowering the Fact-checkers! Automatic Identification of Claim Spans on Twitter
Megha Sundriyal, Atharva Kulkarni, Vaibhav Pulastya et al.
From Chaos to Clarity: Claim Normalization to Empower Fact-Checking
Megha Sundriyal, Tanmoy Chakraborty, Preslav Nakov
Contrastive Learning to Improve Retrieval for Real-World Fact Checking
Aniruddh Sriram, Fangyuan Xu, Eunsol Choi et al.
Improving Evidence Retrieval for Automated Explainable Fact-Checking
Chris Samarinas, Wynne Hsu, Mong Li Lee
Entity-aware Cross-lingual Claim Detection for Automated Fact-checking
Rrubaa Panchendrarajan, Arkaitz Zubiaga
MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning
Liwen Zheng, Chaozhuo Li, Litian Zhang et al.
Document-level Claim Extraction and Decontextualisation for Fact-Checking
Zhenyun Deng, Michael Schlichtkrull, Andreas Vlachos
All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment
Jia Hao, Chunhong Zhang, Jiarun Liu et al.
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval
Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji
Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification.
Tuhin Chakrabarty, Tariq Alhindi, Smaranda Muresan
Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs
Ziyu Ge, Yuhao Wu, Daniel Wai Kit Chin et al.