conftrace_

fact verification

226 papers

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Also known as

FV

Co-occurring keywords · papers mentioning both

large language model (51) natural language inference (41) evidence retrieval (41) claim verification (33) hallucination detection (25) retrieval-augmented generation (23) question answering (22) information retrieval (19) multi-hop reasoning (18) text classification (16)

Papers

AttributionBench: How Hard is Automatic Attribution Evaluation? ACL 2024 Bridging Textual and Tabular Worlds for Fact Verification: A Lightweight, Attention-Based Model COLING 2024 CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024 Can I trust You? LLMs as conversational agents EACL 2024 Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey NAACL 2024 Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment AAAI 2024 CFEVER: A Chinese Fact Extraction and VERification Dataset AAAI 2024 Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding ICLR 2024 CHECKWHY: Causal Fact Verification via Argument Structure ACL 2024 CiteME: Can Language Models Accurately Cite Scientific Claims? NeurIPS 2024 CRAG - Comprehensive RAG Benchmark NeurIPS 2024 Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer EMNLP 2024 Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024 Evidence Retrieval for Fact Verification using Multi-stage Reranking EMNLP 2024 Evidence Retrieval is almost All You Need for Fact Verification ACL 2024 EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification ACL 2024 FactAlign: Fact-Level Hallucination Detection and Classification Through Knowledge Graph Alignment NAACL 2024 FactGenius: Combining Zero-Shot Prompting and Fuzzy Relation Mining to Improve Fact Verification with Knowledge Graphs EMNLP 2024 Fact or Fiction? Improving Fact Verification with Knowledge Graphs through Simplified Subgraph Retrievals EMNLP 2024 Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators ACL 2024 Hallucination Detection in LLM-enriched Product Listings COLING 2024 Language Models Hallucinate, but May Excel at Fact Verification NAACL 2024 LI4: Label-Infused Iterative Information Interacting Based Fact Verification in Question-answering Dialogue COLING 2024 Long-form factuality in large language models NeurIPS 2024 M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024