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Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing

Jan 14, 2021
Minh Nguyen, Viet Lai, Amir Pouran Ben Veyseh, Thien Huu Nguyen

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Gunrock 2.0: A User Adaptive Social Conversational System

Nov 30, 2020
Kaihui Liang, Austin Chau, Yu Li, Xueyuan Lu, Dian Yu, Mingyang Zhou, Ishan Jain, Sam Davidson, Josh Arnold, Minh Nguyen, Zhou Yu

* Published in 3rd Proceedings of Alexa Prize (Alexa Prize 2020) 

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Adaptable Filtering using Hierarchical Embeddings for Chinese Spell Check

Aug 27, 2020
Minh Nguyen, Gia H. Ngo, Nancy F. Chen

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Image-based Vehicle Re-identification Model with Adaptive Attention Modules and Metadata Re-ranking

Jul 03, 2020
Quang Truong, Hy Dang, Zhankai Ye, Minh Nguyen, Bo Mei

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Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks

Dec 20, 2019
Minh Nguyen, Gia H. Ngo, Nancy F. Chen

* Accepted by IEEE Transactions on Audio, Speech and Language Processing. Copyright 2019 IEEE 

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Phonology-Augmented Statistical Framework for Machine Transliteration using Limited Linguistic Resources

Oct 07, 2018
Gia H. Ngo, Minh Nguyen, Nancy F. Chen

* Accepted by IEEE Transactions on Audio, Speech and Language Processing. Copyright 2018 IEEE 

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Multimodal neural pronunciation modeling for spoken languages with logographic origin

Sep 12, 2018
Minh Nguyen, Gia H. Ngo, Nancy F. Chen

* Accepted to EMNLP 2018 

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Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs

Jul 09, 2018
Minh Nguyen, Thien Huu Nguyen

* 11 pages (including references), 3 figures, 2 tables, conference: The 27th International Conference on Computational Linguistics (COLING 2018) 

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A Deep Learning Model with Hierarchical LSTMs and Supervised Attention for Anti-Phishing

May 03, 2018
Minh Nguyen, Toan Nguyen, Thien Huu Nguyen

* In: R. Verma, A. Das. (eds.): Proceedings of the 1st Anti-Phishing Shared Pilot at 4th ACM International Workshop on Security and Privacy Analytics (IWSPA 2018), Tempe, Arizona, USA, 21-03-2018 

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m-TSNE: A Framework for Visualizing High-Dimensional Multivariate Time Series

Aug 26, 2017
Minh Nguyen, Sanjay Purushotham, Hien To, Cyrus Shahabi

* VAHC2016 Workshop on Visual Analytics in Healthcare in conjunction with AMIA 2016 

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