Dat Quoc Nguyen

jLDADMM: A Java package for the LDA and DMM topic models

2018 · arXiv (Cornell University)

In this technical report, we present jLDADMM---an easy-to-use Java toolkit for conventional topic models. jLDADMM is released to provide alternatives for topic modeling on normal or short texts. It provides implementations of the Latent Dirichlet …

Improving Vietnamese-English Medical Machine Translation

2024 · arXiv (Cornell University)

Machine translation for Vietnamese-English in the medical domain is still an under-explored research area. In this paper, we introduce MedEV -- a high-quality Vietnamese-English parallel dataset constructed specifically for the medical domain, comprising approximately 360K …

STransE: a novel embedding model of entities and relationships in knowledge bases

2016

Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson. Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2016.