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Fact-Checking

976 directly classified papers

Papers per year

Papers

IMRRF: Integrating Multi-Source Retrieval and Redundancy Filtering for LLM-based Fake News Detection NAACL 2025
SAFE: Structured Argumentation for Fact-checking with Explanations IJCAI 2025
AlexUNLP-FMT at ClimateCheck Shared Task: Hybrid Retrieval with Adaptive Similarity Graph-based Reranking for Climate-related Social Media Claims Fact Checking ACL 2025
NumPert: Numerical Perturbations to Probe Language Models for Veracity Prediction IJCNLP 2025
BlueRay@DravidianLangTech-2025: Fake News Detection in Dravidian Languages NAACL 2025
ViClaim: A Multilingual Multilabel Dataset for Automatic Claim Detection in Videos EMNLP 2025
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science EMNLP 2025
CIC-NLP@DravidianLangTech 2025: Fake News Detection in Dravidian Languages NAACL 2025
Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding EMNLP 2025
FinGrAct: A Framework for FINe-GRrained Evaluation of ACTionability in Explainable Automatic Fact-Checking EMNLP 2025
PCoT: Persuasion-Augmented Chain of Thought for Detecting Fake News and Social Media Disinformation ACL 2025
Unveiling Fake News with Adversarial Arguments Generated by Multimodal Large Language Models COLING 2025
ShortCheck: Checkworthiness Detection of Multilingual Short‐Form Videos AACL 2025
TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context AACL 2025
SSA: Semantic Contamination of LLM-Driven Fake News Detection EMNLP 2025
What Makes Medical Claims (Un)Verifiable? Analyzing Entity and Relation Properties for Fact Verification EACL 2024
Ask, Assess, and Refine: Rectifying Factual Consistency and Hallucination in LLMs with Metric-Guided Feedback Learning EACL 2024
A Thesis Proposal ClaimInspector Framework: A Hybrid Approach to Data Annotation using Fact-Checked Claims and LLMs EACL 2024
DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs EMNLP 2024
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation ACL 2024
Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains EACL 2024
VeriScore: Evaluating the factuality of verifiable claims in long-form text generation EMNLP 2024
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators ACL 2024
FASTTRACK: Reliable Fact Tracing via Clustering and LLM-Powered Evidence Validation EMNLP 2024
How Entangled is Factuality and Deception in German? EMNLP 2024