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20222026
most citedMCFEND: A Multi-source Benchmark Dataset for Chinese Fake News Detection

31 citations · 38 across the 8 of their papers we have counts for

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5 papers · 1 filter

cs.CL2026

Novel Claim or Déjà Vu? Rethinking "Contamination-Free'' Dynamic Evaluation for Multimodal Automated Fact-Checking

Haorui He, Xinwen Chen, Dacheng Wen +3

Multimodal automated fact-checking (MAFC) verifies claims by retrieving and reasoning over external evidence. However, most existing static benchmarks risk contamination: they prim…

cs.CL2025★ 1 cited

Debating Truth: Debate-driven Claim Verification with Multiple Large Language Model Agents

Haorui He, Yupeng Li, Dacheng Wen +4

State-of-the-art single-agent claim verification methods struggle with complex claims that require nuanced analysis of multifaceted evidence. Inspired by real-world professional fa…

cs.CL2024

SpMis: An Investigation of Synthetic Spoken Misinformation Detection

Peizhuo Liu, Li Wang, Renqiang He +6

In recent years, speech generation technology has advanced rapidly, fueled by generative models and large-scale training techniques. While these developments have enabled the produ…

cs.CL2024★ 31 cited

MCFEND: A Multi-source Benchmark Dataset for Chinese Fake News Detection

Yupeng Li, Haorui He, Jin Bai +1

The prevalence of fake news across various online sources has had a significant influence on the public. Existing Chinese fake news detection datasets are limited to news sourced s…

cs.CL2022★ 1 cited

Improved Target-specific Stance Detection on Social Media Platforms by Delving into Conversation Threads

Yupeng Li, Haorui He, Shaonan Wang +2

Target-specific stance detection on social media, which aims at classifying a textual data instance such as a post or a comment into a stance class of a target issue, has become an…