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Fact-Checking

976 directly classified papers

Papers per year

Papers

Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer COLING 2024
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates NIPS 2024
OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning AAAI 2024
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment AAAI 2024
An Interactive Framework for Profiling News Media Sources NAACL 2024
Improving Explainable Fact-Checking via Sentence-Level Factual Reasoning EMNLP 2024
Multilingual Fact-Checking using LLMs EMNLP 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
“Image, Tell me your story!” Predicting the original meta-context of visual misinformation EMNLP 2024
NLP Systems That Can’t Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps NAACL 2024
Enhancing Perception: Refining Explanations of News Claims with LLM Conversations NAACL 2024
UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024
OPDAI at SemEval-2024 Task 6: Small LLMs can Accelerate Hallucination Detection with Weakly Supervised Data SEMEVAL 2024
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning ACL 2024
LongDocFACTScore: Evaluating the Factuality of Long Document Abstractive Summarisation COLING 2024
PACAR: Automated Fact-Checking with Planning and Customized Action Reasoning Using Large Language Models COLING 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM COLING 2024
To Tell The Truth: Language of Deception and Language Models NAACL 2024
Improving Factuality in Clinical Abstractive Multi-Document Summarization by Guided Continued Pre-training NAACL 2024
BeLeaf: Belief Prediction as Tree Generation NAACL 2024
Detecting Response Generation Not Requiring Factual Judgment NAACL 2024
Less is More for Improving Automatic Evaluation of Factual Consistency NAACL 2024
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models NAACL 2024
A Closer Look at Claim Decomposition NAACL 2024