Chunyuan Yuan — accepted AI-conference papers

2021

Label-Specific Dual Graph Neural Network for Multi-Label Text Classification

Qianwen Ma, Chunyuan Yuan, Wei Zhou, Songlin Hu

ACL 2021long

Multi-label text classification is one of the fundamental tasks in natural language processing. Previous studies have difficulties to distinguish similar labels well because they learn the same document representations for different labels, that is they do not explicitly extract label-specific seman…

Cited by 99 Source ↗PDF ↗code ↗Scholar ↗

2020

Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users based on Weakly Supervised Learning

Chunyuan Yuan, Qianwen Ma, Wei Zhou, Jizhong Han, Songlin Hu

COLING 2020main

The dissemination of fake news significantly affects personal reputation and public trust. Recently, fake news detection has attracted tremendous attention, and previous studies mainly focused on finding clues from news content or diffusion path. However, the required features of previous models are…

Cited by 98 Source ↗PDF ↗code ↗Scholar ↗