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Fact-Checking

976 directly classified papers

Papers per year

Papers

Detecting Fake News in Short Videos Through Multi-View Aggregation AAAI 2026
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models AAAI 2026
“As Eastern Powers, I Will Veto.”: An Investigation of Nation-Level Bias of Large Language Models in International Relations AAAI 2026
Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System AAAI 2026
Format Matters: The Robustness of Multimodal LLMs in Reviewing Evidence from Tables and Charts AAAI 2026
Assessing Web Search Credibility and Response Groundedness in Chat Assistants EACL 2026
MALicious INTent Dataset and Inoculating LLMs for Enhanced Disinformation Detection EACL 2026
MEVER: Multi-Modal and Explainable Claim Verification with Graph-based Evidence Retrieval EACL 2026
KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking EACL 2026
When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation EACL 2026
DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness EACL 2026
SciTrue: Evidence-Grounded Claim Verification in Science EACL 2026
Constructing a Dataset for Hallucination Detection in Japanese Summarization with Fine-grained Faithfulness Labels EACL 2026
COMMUNITYNOTES: A Dataset for Exploring the Helpfulness of Fact-Checking Explanations EACL 2026
Pushing the Frontiers of Scientific Fact-Checking: The SCINLP Dataset EACL 2026
Analyzing LLM Instruction Optimization for Tabular Fact Verification EACL 2026
MultiCW: A Large-Scale Balanced Benchmark Dataset for Training Robust Check-Worthiness Detection Models EACL 2026
Distill and Align Decomposition for Enhanced Claim Verification EACL 2026
Multi-Hall-SA: A Cross-lingual Benchmark for Multi-Type Hallucination Detection in Low-Resource South African Languages EACL 2026
The Energy of Falsehood: Detecting Hallucinations via Diffusion Model Likelihoods EACL 2026
BiCon-Gate: Consistency-Gated De-colloquialisation for Dialogue Fact-Checking EACL 2026
AIC CTU@AVerImaTeC: dual-retriever RAG for image-text fact checking EACL 2026
BanglaSummEval: Reference-Free Factual Consistency Evaluation for Bangla Summarization EACL 2026
Multimodal Claim Extraction for Fact-Checking EACL 2026
Beyond Detection: Exploring Evidence-based Multi-Agent Debate for Misinformation Intervention and Persuasion AAAI 2026