1 code implementation • 21 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.
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.
Ranked #1 on Semantic Parsing on ATIS
no code implementations • 4 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).
no code implementations • 25 Jun 2021 • Ha-Thanh Nguyen, Phuong Minh Nguyen, Thi-Hai-Yen Vuong, Quan Minh Bui, Chau Minh Nguyen, Binh Tran Dang, Vu Tran, Minh Le Nguyen, Ken Satoh
COLIEE is an annual competition in automatic computerized legal text processing.
no code implementations • 25 Jun 2021 • Ha-Thanh Nguyen, Vu Tran, Phuong Minh Nguyen, Thi-Hai-Yen Vuong, Quan Minh Bui, Chau Minh Nguyen, Binh Tran Dang, Minh Le Nguyen, Ken Satoh
Ambiguity is a characteristic of natural language, which makes expression ideas flexible.
1 code implementation • 1 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.
1 code implementation • 4 Nov 2020 • Ha-Thanh Nguyen, Hai-Yen Thi Vuong, Phuong Minh Nguyen, Binh Tran Dang, Quan Minh Bui, Sinh Trong Vu, Chau Minh Nguyen, Vu Tran, Ken Satoh, Minh Le Nguyen
We propose deep learning based methods for automatic systems of legal retrieval and legal question-answering in COLIEE 2020.