1 code implementation • 5 Mar 2019 • Xueyao Zhang, Juan Cao, Xirong Li, Qiang Sheng, Lei Zhong, Kai Shu
Emotion plays an important role in detecting fake news online.
1 code implementation • ACL 2022 • Qiang Sheng, Juan Cao, Xueyao Zhang, Rundong Li, Danding Wang, Yongchun Zhu
To differentiate fake news from real ones, existing methods observe the language patterns of the news post and "zoom in" to verify its content with knowledge sources or check its readers' replies.
1 code implementation • 23 Sep 2021 • Qiang Sheng, Xueyao Zhang, Juan Cao, Lei Zhong
To this end, we build a Preference-aware Fake News Detection Framework (Pref-FEND), which learns the respective preferences of pattern- and fact-based models for joint detection.
1 code implementation • ACL 2021 • Qiang Sheng, Juan Cao, Xueyao Zhang, Xirong Li, Lei Zhong
By fusing event and pattern information, we select key sentences to represent an article and then predict if the article fact-checks the given claim using the claim, key sentences, and patterns.
1 code implementation • 14 Sep 2021 • Xueyao Zhang, Jinchao Zhang, Yao Qiu, Li Wang, Jie zhou
Experimental results reveal that compared to the existing methods, HAT owns a much better understanding of the structure and it can also improve the quality of generated music, especially in the form and texture.