no code implementations • 5 Feb 2024 • Quang-Huy Nguyen, Jin Peng Zhou, Zhenzhen Liu, Khanh-Huyen Bui, Kilian Q. Weinberger, Dung D. Le
RONIN conditions the inpainting process with the predicted ID label, drawing the input object closer to the in-distribution domain.
no code implementations • 26 Nov 2023 • Quang-Huy Nguyen, Long P. Hoang, Hoang V. Viet, Dung D. Le
Pareto Set Learning (PSL) is a promising approach for approximating the entire Pareto front in multi-objective optimization (MOO) problems.
no code implementations • 8 Jun 2023 • Thi-Hai-Yen Vuong, Ha-Thanh Nguyen, Quang-Huy Nguyen, Le-Minh Nguyen, Xuan-Hieu Phan
Question answering (QA) in law is a challenging problem because legal documents are much more complicated than normal texts in terms of terminology, structure, and temporal and logical relationships.
no code implementations • 16 Dec 2022 • Ha-Thanh Nguyen, Vu Tran, Ngoc-Cam Le, Thi-Thuy Le, Quang-Huy Nguyen, Le-Minh Nguyen, Ken Satoh
First, legal reasoning can be performed on the basis of the binary tree representation of the regulations.
1 code implementation • 13 Nov 2022 • Quang-Huy Nguyen, Cuong Q. Nguyen, Dung D. Le, Hieu H. Pham
This might result in a significant difference between support and query samples, therefore undermining the performance of few-shot algorithms.