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Fact-Checking

976 directly classified papers

Papers per year

Papers

Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators ACL 2024
Missci: Reconstructing Fallacies in Misrepresented Science ACL 2024
Attribute First, then Generate: Locally-attributable Grounded Text Generation ACL 2024
Training Language Models to Generate Text with Citations via Fine-grained Rewards ACL 2024
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models ACL 2024
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation ACL 2024
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators ACL 2024
Document-level Claim Extraction and Decontextualisation for Fact-Checking ACL 2024
ChartCheck: Explainable Fact-Checking over Real-World Chart Images ACL 2024
What Evidence Do Language Models Find Convincing? ACL 2024
Detecting Scientific Fraud Using Argument Mining ACL 2024
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning ACL 2024
Knowledge-Centric Hallucination Detection EMNLP 2024
FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents EMNLP 2024
Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion EMNLP 2024
OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs EMNLP 2024
Time Matters: An End-to-End Solution for Temporal Claim Verification EMNLP 2024
Don’t be my Doctor! Recognizing Healthcare Advice in Large Language Models EMNLP 2024
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output EMNLP 2024
Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialogues EMNLP 2024
Generating Media Background Checks for Automated Source Critical Reasoning EMNLP 2024
FASTTRACK: Reliable Fact Tracing via Clustering and LLM-Powered Evidence Validation EMNLP 2024
DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs EMNLP 2024
VeriScore: Evaluating the factuality of verifiable claims in long-form text generation EMNLP 2024
How Entangled is Factuality and Deception in German? EMNLP 2024