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Fact-Checking

976 directly classified papers

Papers per year

Papers

Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning NAACL 2025
On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation NAACL 2025
KG-FPQ: Evaluating Factuality Hallucination in LLMs with Knowledge Graph-based False Premise Questions COLING 2025
A Little Human Data Goes A Long Way ACL 2025
RAG based Question Answering of Korean Laws and Precedents ACL 2025
Piecing It All Together: Verifying Multi-Hop Multimodal Claims COLING 2025
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media COLING 2025
“AGI” team at SHROOM-CAP: Data-Centric Approach to Multilingual Hallucination Detection using XLM-RoBERTa IJCNLP 2025
Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025
FACT5: A Novel Benchmark and Pipeline for Nuanced Fact-Checking of Complex Statements ACL 2025
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking COLING 2025
Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025
Low-Entropy Watermark Detection via Bayes’ Rule Derived Detector ACL 2025
(Fact) Check Your Bias ACL 2025
REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models ACL 2025
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective NAACL 2025
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking NAACL 2025
Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification ACL 2025
Portuguese Automated Fact-checking: Information Retrieval with Claim extraction ACL 2025
OldJoe at AVeriTeC: In-context learning for fact-checking ACL 2025
Overview of the Fifth Workshop on Scholarly Document Processing ACL 2025
SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025
Detecting Hallucinations in Scientific Claims by Combining Prompting Strategies and Internal State Classification ACL 2025
Graph-of-Thoughts for Fact-Checking with Large Language Models ACL 2025
SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification IJCNLP 2025