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fact verification

253 papers

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Also known as

AFC FEVEROUS FV FEVER

Co-occurring keywords

large language model (12755) evidence retrieval (229) natural language inference (1278) claim verification (199) hallucination detection (505) information retrieval (1493) retrieval-augmented generation (1459) table understanding (130) question answering (2904) text classification (6776)

Papers

Language Models Hallucinate, but May Excel at Fact Verification NAACL 2024
Attribute First, then Generate: Locally-attributable Grounded Text Generation ACL 2024
CHECKWHY: Causal Fact Verification via Argument Structure ACL 2024
Evidence Retrieval for Fact Verification using Multi-stage Reranking EMNLP 2024
Can I trust You? LLMs as conversational agents EACL 2024
Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval EMNLP 2024
Evidence Retrieval is almost All You Need for Fact Verification ACL 2024
Understanding Fine-grained Distortions in Reports of Scientific Findings ACL 2024
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives EMNLP 2024
Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting AAAI 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024
Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion EMNLP 2024
What Kind of Sourcery is This? Evaluating GPT-4’s Performance on Linking Scientific Fact to Citations EMNLP 2024
Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators ACL 2024
FactAlign: Fact-Level Hallucination Detection and Classification Through Knowledge Graph Alignment NAACL 2024
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment AAAI 2024
CRAG - Comprehensive RAG Benchmark NIPS 2024
Long-form factuality in large language models NIPS 2024
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection ACL 2024
EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification ACL 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024
The Automated Verification of Textual Claims (AVeriTeC) Shared Task EMNLP 2024
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing AAAI 2023
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care NIPS 2023