no code implementations • 13 Aug 2024 • Minh Nguyen, Phuong Le
To handle these challenges, we develop a novel framework that utilizes external knowledge to construct a task-independent and reusable background knowledge graph for biomedical entity and relation extraction.
1 code implementation • 2 Jan 2024 • Ha Le, Bao Tran, Phuong Le, Tan Nguyen, Dac Nguyen, Ngoan Pham, Dang Huynh
Comparative opinion mining is a specialized field of sentiment analysis that aims to identify and extract sentiments expressed comparatively.
no code implementations • 25 Oct 2020 • Akash Srivastava, Yamini Bansal, Yukun Ding, Cole Lincoln Hurwitz, Kai Xu, Bernhard Egger, Prasanna Sattigeri, Joshua B. Tenenbaum, Agus Sudjianto, Phuong Le, Arun Prakash R, Nengfeng Zhou, Joel Vaughan, Yaqun Wang, Anwesha Bhattacharyya, Kristjan Greenewald, David D. Cox, Dan Gutfreund
Current autoencoder-based disentangled representation learning methods achieve disentanglement by penalizing the (aggregate) posterior to encourage statistical independence of the latent factors.