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Fact-Checking

976 directly classified papers

Papers per year

Papers

FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages ACL 2025
From Facts to Folklore: Evaluating Large Language Models on Bengali Cultural Knowledge AACL 2025
IndicClaimBuster: A Multilingual Claim Verification Dataset IJCNLP 2025
CAISA at SemEval-2025 Task 7: Multilingual and Cross-lingual Fact-Checked Claim Retrieval SEMEVAL 2025
PCoT: Persuasion-Augmented Chain of Thought for Detecting Fake News and Social Media Disinformation ACL 2025
UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output SEMEVAL 2025
A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025
The Psychology of Falsehood: A Human-Centric Survey of Misinformation Detection EMNLP 2025
Attacks by Content: Automated Fact-checking is an AI Security Issue EMNLP 2025
Long-Form Information Alignment Evaluation Beyond Atomic Facts EMNLP 2025
Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models EMNLP 2025
VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts EMNLP 2025
MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction EMNLP 2025
ML-Promise: A Multilingual Dataset for Corporate Promise Verification EMNLP 2025
Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models EMNLP 2025
Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering EMNLP 2025
ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts EMNLP 2025
DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation EMNLP 2025
CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025
Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models EMNLP 2025
Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis EMNLP 2025
o-MEGA: Optimized Methods for Explanation Generation and Analysis EMNLP 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs EMNLP 2025
iai_MSU at SemEval-2025 Task-3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes in English ACL 2025