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

NCL-AR at SemEval-2025 Task 7: A Sieve Filtering Approach to Refute the Misinformation within Harmful Social Media Posts SEMEVAL 2025

MultiReflect: Multimodal Self-Reflective RAG-based Automated Fact-Checking ACL 2025

SciBERT Meets Contrastive Learning: A Solution for Scientific Hallucination Detection ACL 2025

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

FactEval: Evaluating the Robustness of Fact Verification Systems in the Era of Large Language Models NAACL 2025

HalluSearch at SemEval-2025 Task 3: A Search-Enhanced RAG Pipeline for Hallucination Detection ACL 2025

uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text ACL 2025

TUM-MiKaNi at SemEval-2025 Task 3: Towards Multilingual and Knowledge-Aware Non-factual Hallucination Identification SEMEVAL 2025

ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025

Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention COLING 2025

Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ACL 2025

CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation ACL 2025

Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition EMNLP 2025

Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts IJCNLP 2025

AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation EMNLP 2025

Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion ACL 2025

HALoGEN: Fantastic LLM Hallucinations and Where to Find Them ACL 2025

SciHallu: A Multi-Granularity Hallucination Detection Dataset for Scientific Writing IJCNLP 2025

The Missing Parts: Augmenting Fact Verification with Half Truth Detection EMNLP 2025

Table-R1: Inference-Time Scaling for Table Reasoning Tasks EMNLP 2025

GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025

TSVer: A Benchmark for Fact Verification Against Time-Series Evidence EMNLP 2025

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

Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data NAACL 2025

FiRC-NLP at SemEval-2025 Task 3: Exploring Prompting Approaches for Detecting Hallucinations in LLMs ACL 2025