claim verification

199 papers

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evidence retrieval (229) natural language inference (1278) large language model (12755) fact checking (139) fact verification (253) information retrieval (1493) misinformation detection (225) textual entailment (241) evidence extraction (90) text classification (6776)

Papers

1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains COLING 2025

FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages ACL 2025

Winning ClimateCheck: A Multi-Stage System with BM25, BGE-Reranker Ensembles, and LLM-based Analysis for Scientific Abstract Retrieval ACL 2025

ChronoFact: Timeline-based Temporal Fact Verification IJCAI 2025

Comparing LLMs and BERT-based Classifiers for Resource-Sensitive Claim Verification in Social Media ACL 2025

The ClimateCheck Shared Task: Scientific Fact-Checking of Social Media Claims about Climate Change ACL 2025

iai_MSU at SemEval-2025 Task-3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes in English ACL 2025

A Reality Check on Context Utilisation for Retrieval-Augmented Generation ACL 2025

EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions ACL 2025

iai_MSU at SemEval-2025 Task-3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes in English SEMEVAL 2025

Adversarial Attacks Against Automated Fact-Checking: A Survey EMNLP 2025

Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025

Argumentative Large Language Models for Explainable and Contestable Claim Verification AAAI 2025

ShortCheck: Checkworthiness Detection of Multilingual Short‐Form Videos IJCNLP 2025

Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers EMNLP 2024

Evidence Retrieval is almost All You Need for Fact Verification ACL 2024

MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification EACL 2024

CHECKWHY: Causal Fact Verification via Argument Structure ACL 2024

Evidence-guided Inference for Neutralized Zero-shot Transfer COLING 2024

Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024

Unknown Claims: Generation of Fact-Checking Training Examples from Unstructured and Structured Data EMNLP 2024

GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024

WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations ACL 2024

OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs EMNLP 2024

Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification EMNLP 2024