PhraseTransformer: An Incorporation of Local Context Information into Sequence-to-sequence Semantic Parsing

1 code implementation • Applied Intelligence 2022 • Phuong Minh Nguyen, Tung Le, Huy Tien Nguyen, Vu Tran, Minh Le Nguyen

In addition, to prove the generalization of our proposed model, we also conduct extensive experiments on three translation datasets IWLST14 German-English, IWSLT15 Vietnamese-English, WMT14 English-German, and show significant improvement.

Machine Translation NMT +3

A Summary of the ALQAC 2021 Competition

no code implementations • 22 Apr 2022 • Nguyen Ha Thanh, Bui Minh Quan, Chau Nguyen, Tung Le, Nguyen Minh Phuong, Dang Tran Binh, Vuong Thi Hai Yen, Teeradaj Racharak, Nguyen Le Minh, Tran Duc Vu, Phan Viet Anh, Nguyen Truong Son, Huy Tien Nguyen, Bhumindr Butr-indr, Peerapon Vateekul, Prachya Boonkwan

There is no limit to the approaches of the participating teams.

Information Retrieval Question Answering +2

Fast Word Predictor for On-Device Application

no code implementations • COLING 2020 • Huy Tien Nguyen, Khoi Tuan Nguyen, Anh Tuan Nguyen, Thanh Lac Thi Tran

Learning on large text corpora, deep neural networks achieve promising results in the next word prediction task.

An Ensemble Method with Sentiment Features and Clustering Support

no code implementations • IJCNLP 2017 • Huy Tien Nguyen, Minh Le Nguyen

Deep learning models have recently been applied successfully in natural language processing, especially sentiment analysis.

Clustering General Classification +3