Search Results for author: Phuong Minh Nguyen

Found 7 papers, 4 papers with code

An Effective Method using Phrase Mechanism in Neural Machine Translation

1 code implementation21 Aug 2023 Phuong Minh Nguyen, Le Minh Nguyen

Machine Translation is one of the essential tasks in Natural Language Processing (NLP), which has massive applications in real life as well as contributing to other tasks in the NLP research community.

Machine Translation NMT +1

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

Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022

no code implementations4 Nov 2022 Hieu Nguyen Van, Dat Nguyen, Phuong Minh Nguyen, Minh Le Nguyen

We introduce efficient deep learning-based methods for legal document processing including Legal Document Retrieval and Legal Question Answering tasks in the Automated Legal Question Answering Competition (ALQAC 2022).

Information Retrieval Question Answering +1

PhraseTransformer: Self-Attention using Local Context for Semantic Parsing

1 code implementation1 Jan 2021 Phuong Minh Nguyen, Vu Tran, Minh Le Nguyen

Semantic parsing is a challenging task whose purpose is to convert a natural language utterance to machine-understandable information representation.

Machine Translation Semantic Parsing +2

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