no code implementations • 15 May 2023 • Shang-Ling Hsu, Raj Sanjay Shah, Prathik Senthil, Zahra Ashktorab, Casey Dugan, Werner Geyer, Diyi Yang
Millions of users come to online peer counseling platforms to seek support on diverse topics ranging from relationship stress to anxiety.
1 code implementation • 6 May 2022 • Tianle Li, Yushi Sun, Shang-Ling Hsu, Yanjia Li, Raymond Chi-Wing Wong
The heterogeneity in both news content and the relationship with other entities in social networks brings challenges to designing a model that comprehensively captures the local multi-modal semantics of entities in social networks and the global structural representation of the propagation patterns, so as to classify fake news effectively and accurately.
no code implementations • 16 Jan 2022 • Bo-Ying Su, Shang-Ling Hsu, Kuan-Yin Lai, Amarnath Gupta
Moreover, our architecture uses Multilayer Perceptrons (MLP) with biaffine attention to predict arcs and relation labels separately, improving relation detecting accuracy by exploiting the two-sided nature of temporal relationships.
no code implementations • 2 Dec 2021 • Bo-Ying Su, Shang-Ling Hsu, Kuan-Yin Lai, Jane Yung-jen Hsu
In the inference phase, SMARTER generates a temporal relation graph by executing the logical form.