← Applications
Natural Language Processing › Applications ›

Fact-Checking

976 directly classified papers

Papers per year

Papers

UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval ACL 2025
MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection SEMEVAL 2025
UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval SEMEVAL 2025
How does Misinformation Affect Large Language Model Behaviors and Preferences? ACL 2025
Generating Grounded Responses to Counter Misinformation via Learning Efficient Fine-Grained Critiques IJCAI 2025
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ACL 2025
HalluRAG-RUG at SemEval-2025 Task 3: Using Retrieval-Augmented Generation for Hallucination Detection in Model Outputs ACL 2025
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025
Recon, Answer, Verify: Agents in Search of Truth EMNLP 2025
NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPT ACL 2025
TripleFact: Defending Data Contamination in the Evaluation of LLM-driven Fake News Detection ACL 2025
uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text ACL 2025
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ACL 2025
Task-Oriented Automatic Fact-Checking with Frame-Semantics ACL 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
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs EMNLP 2025
SemEval-2025 Task 6: Multinational, Multilingual, Multi-Industry Promise Verification ACL 2025
TUM-MiKaNi at SemEval-2025 Task 3: Towards Multilingual and Knowledge-Aware Non-factual Hallucination Identification ACL 2025
Improving Model Factuality with Fine-grained Critique-based Evaluator ACL 2025
GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025
Beyond Facts: Evaluating Intent Hallucination in Large Language Models ACL 2025
Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning IJCAI 2025
Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025
A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies EMNLP 2025