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Fact-Checking

976 directly classified papers

Papers per year

Papers

MultiReflect: Multimodal Self-Reflective RAG-based Automated Fact-Checking ACL 2025
MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025
Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025
ClaimCatchers at SemEval-2025 Task 7: Sentence Transformers for Claim Retrieval ACL 2025
The ClimateCheck Shared Task: Scientific Fact-Checking of Social Media Claims about Climate Change ACL 2025
QUST_NLP at SemEval-2025 Task 7: A Three-Stage Retrieval Framework for Monolingual and Crosslingual Fact-Checked Claim Retrieval SEMEVAL 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
CYUT at SemEval-2025 Task 6: Prompting with Precision – ESG Analysis via Structured Prompts ACL 2025
UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval ACL 2025
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models ACL 2025
UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection ACL 2025
GIL-IIMAS UNAM at SemEval-2025 Task 3: MeSSI: A Multilmodule System to detect hallucinated Segments in trivia-like Inquiries. ACL 2025
NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPT ACL 2025
NCL-AR at SemEval-2025 Task 7: A Sieve Filtering Approach to Refute the Misinformation within Harmful Social Media Posts SEMEVAL 2025
HALoGEN: Fantastic LLM Hallucinations and Where to Find Them ACL 2025
RACAI at SemEval-2025 Task 7: Efficient adaptation of Large Language Models for Multilingual and Crosslingual Fact-Checked Claim Retrieval ACL 2025
HalluRAG-RUG at SemEval-2025 Task 3: Using Retrieval-Augmented Generation for Hallucination Detection in Model Outputs ACL 2025
ReproHum #0033-05: Human Evaluation of Factuality from A Multidisciplinary Perspective ACL 2025
uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text ACL 2025
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025
Advacheck at SemEval-2025 Task 3: Combining NER and RAG to Spot Hallucinations in LLM Answers ACL 2025
CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval ACL 2025
AILS-NTUA at SemEval-2025 Task 3: Leveraging Large Language Models and Translation Strategies for Multilingual Hallucination Detection ACL 2025
GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025
Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation NAACL 2025