4 papers
An Efficient Approach for Machine Translation on Low-resource Languages: A Case Study in Vietnamese-Chinese
Tran Ngoc Son, Nguyen Anh Tu, Nguyen Minh Tri
Despite the rise of recent neural networks in machine translation, those networks do not work well if the training data is insufficient. In this paper, we proposed an approach for…
Joint Multiple Intent Detection and Slot Filling with Supervised Contrastive Learning and Self-Distillation
Nguyen Anh Tu, Hoang Thi Thu Uyen, Tu Minh Phuong +1
Multiple intent detection and slot filling are two fundamental and crucial tasks in spoken language understanding. Motivated by the fact that the two tasks are closely related, joi…
Analyzing Vietnamese Legal Questions Using Deep Neural Networks with Biaffine Classifiers
Nguyen Anh Tu, Hoang Thi Thu Uyen, Tu Minh Phuong +1
In this paper, we propose using deep neural networks to extract important information from Vietnamese legal questions, a fundamental task towards building a question answering syst…
ViMQ: A Vietnamese Medical Question Dataset for Healthcare Dialogue System Development
Ta Duc Huy, Nguyen Anh Tu, Tran Hoang Vu +4
Existing medical text datasets usually take the form of question and answer pairs that support the task of natural language generation, but lacking the composite annotations of the…