Fact-Checking

MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension EMNLP 2024 Multi-hop Evidence Pursuit Meets the Web: Team Papelo at FEVER 2024 EMNLP 2024 Multilingual Fact-Checking using LLMs EMNLP 2024 Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs EMNLP 2024 Multi-Task Network Guided Multimodal Fusion for Fake News Detection ACML 2024 Natural Language-centered Inference Network for Multi-modal Fake News Detection IJCAI 2024 NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates NeurIPS 2024 NLP Systems That Can’t Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps NAACL 2024 Numerical Claim Detection in Finance: A New Financial Dataset, Weak-Supervision Model, and Market Analysis EMNLP 2024 On Fake News Detection with LLM Enhanced Semantics Mining EMNLP 2024 OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning AAAI 2024 OPDAI at SemEval-2024 Task 6: Small LLMs can Accelerate Hallucination Detection with Weakly Supervised Data SemEval 2024 OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs EMNLP 2024 PACAR: Automated Fact-Checking with Planning and Customized Action Reasoning Using Large Language Models COLING 2024 Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output EMNLP 2024 RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models EMNLP 2024 RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024 RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models ACL 2024 Reassess Summary Factual Inconsistency Detection with Large Language Model ACL 2024 Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM COLING 2024 Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models ACL 2024 ReproHum #0087-01: A Reproduction Study of the Human Evaluation of the Coverage of Fact Checking Explanations COLING 2024 ReproHum #0087-01: Human Evaluation Reproduction Report for Generating Fact Checking Explanations COLING 2024 ReproHum #0866-04: Another Evaluation of Readers’ Reactions to News Headlines COLING 2024 Rethinking Loss Functions for Fact Verification EACL 2024