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Fact-Checking

976 directly classified papers

Papers per year

Papers

FactAlign: Fact-Level Hallucination Detection and Classification Through Knowledge Graph Alignment NAACL 2024
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation NAACL 2024
Tell Me Why: Explainable Public Health Fact-Checking with Large Language Models NAACL 2024
CFEVER: A Chinese Fact Extraction and VERification Dataset AAAI 2024
Merging AI Incidents Research with Political Misinformation Research: Introducing the Political Deepfakes Incidents Database AAAI 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models ACL 2024
The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models ACL 2024
Learning to Generate Answers with Citations via Factual Consistency Models ACL 2024
EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification ACL 2024
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification ACL 2024
LLM Factoscope: Uncovering LLMs’ Factual Discernment through Measuring Inner States ACL 2024
imapScore: Medical Fact Evaluation Made Easy ACL 2024
Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024
Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models ACL 2024
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection ACL 2024
Complex Claim Verification with Evidence Retrieved in the Wild NAACL 2024
A Survey on Predicting the Factuality and the Bias of News Media ACL 2024
CHECKWHY: Causal Fact Verification via Argument Structure ACL 2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs ACL 2024
Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs ACL 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024
EnClaim: A Style Augmented Transformer Architecture for Environmental Claim Detection ACL 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches ACL 2024
Evaluating ChatNetZero, an LLM-Chatbot to Demystify Climate Pledges ACL 2024