Search Results for author: Duc-Trong Le

Found 12 papers, 7 papers with code

Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings

no code implementations22 Feb 2024 Phuong Dinh Mai, Duc-Trong Le, Tuan-Anh Hoang, Dung D. Le

On the Expohedron, we profile the Pareto curve which captures the trade-off between group fairness and user utility by identifying a finite number of Pareto optimal solutions.

Fairness

ReINTEL: A Multimodal Data Challenge for Responsible Information Identification on Social Network Sites

no code implementations VLSP 2020 Duc-Trong Le, Xuan-Son Vu, Nhu-Dung To, Huu-Quang Nguyen, Thuy-Trinh Nguyen, Linh Le, Anh-Tuan Nguyen, Minh-Duc Hoang, Nghia Le, Huyen Nguyen, Hoang D. Nguyen

This paper reports on the ReINTEL Shared Task for Responsible Information Identification on social network sites, which is hosted at the seventh annual workshop on Vietnamese Language and Speech Processing (VLSP 2020).

Multimodal Review Generation with Privacy and Fairness Awareness

1 code implementation COLING 2020 Xuan-Son Vu, Thanh-Son Nguyen, Duc-Trong Le, Lili Jiang

Users express their opinions towards entities (e. g., restaurants) via online reviews which can be in diverse forms such as text, ratings, and images.

Fairness Review Generation +2

Privacy-Preserving Visual Content Tagging using Graph Transformer Networks

1 code implementation20 Oct 2020 Xuan-Son Vu, Duc-Trong Le, Christoffer Edlund, Lili Jiang, Hoang D. Nguyen

With the rapid growth of Internet media, content tagging has become an important topic with many multimedia understanding applications, including efficient organisation and search.

graph construction Knowledge Graphs +1

Privacy-Preserving Visual Content Tagging using Graph Transformer Networks

1 code implementation20 Oct 2020 Xuan-Son Vu, Duc-Trong Le, Christoffer Edlund, Lili Jiang, Hoang D. Nguyen

With the rapid growth of Internet media, content tagging has become an important topic with many multimedia understanding applications, including efficient organisation and search.

graph construction Knowledge Graphs +1

Reinforced Data Sampling for Model Diversification

1 code implementation12 Jun 2020 Hoang D. Nguyen, Xuan-Son Vu, Quoc-Tuan Truong, Duc-Trong Le

With the rising number of machine learning competitions, the world has witnessed an exciting race for the best algorithms.

BIG-bench Machine Learning

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