fact verification

253 papers

Explore in graph

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

Reflection on Knowledge Graph for Large Language Models Reasoning ACL 2025

Loki: An Open-Source Tool for Fact Verification COLING 2025

FaVe: Factored and Verified Search Rationale for Long-form Answer ACL 2025

CFEVER: A Chinese Fact Extraction and VERification Dataset AAAI 2024

Zero-Shot Fact Verification via Natural Logic and Large Language Models EMNLP 2024

FactGenius: Combining Zero-Shot Prompting and Fuzzy Relation Mining to Improve Fact Verification with Knowledge Graphs EMNLP 2024

Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting AAAI 2024

Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification EMNLP 2024

Fact or Fiction? Improving Fact Verification with Knowledge Graphs through Simplified Subgraph Retrievals EMNLP 2024

Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024

Towards Verifiable Text Generation with Evolving Memory and Self-Reflection EMNLP 2024

Attribute or Abstain: Large Language Models as Long Document Assistants EMNLP 2024

Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024

What Makes Medical Claims (Un)Verifiable? Analyzing Entity and Relation Properties for Fact Verification EACL 2024

Rethinking Loss Functions for Fact Verification EACL 2024

Attribute First, then Generate: Locally-attributable Grounded Text Generation ACL 2024

Evidence Retrieval for Fact Verification using Multi-stage Reranking EMNLP 2024

Can I trust You? LLMs as conversational agents EACL 2024

Hallucination Detection in LLM-enriched Product Listings COLING 2024

Triple-R: Automatic Reasoning for Fact Verification Using Language Models COLING 2024

Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment AAAI 2024

Evidence Retrieval is almost All You Need for Fact Verification ACL 2024

Understanding Fine-grained Distortions in Reports of Scientific Findings ACL 2024

M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024