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Technical Blog

Focusing on Machine Learning, Computer Vision, and Natural Language Processing, our research aims to address fundamental problems in these areas and develop practical methods that enable impactful applications. As part of the Vingroup ecosystem, we are well-positioned to be at the forefront of the digitalization of customer experience via AI-based systems that can understand natural human interactions through voices, gestures, behaviors, or from smart sensors and devices. Due to our unique location we are also naturally drawn towards problems for developing countries, which might otherwise be overlooked in the research community.

NLP
Many-to-Many Voice Conversion based Feature Disentanglement using Variational Autoencoder
September 15, 2021

Manh Luong, Viet Anh Tran

NLP
Intent Detection and Slot Filling for Vietnamese
July 6, 2021

Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen

NLP
PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing
June 14, 2021

Linh The Nguyen, Dat Quoc Nguyen

ML
Network Pruning that Matters: A Case Study on Retraining Variants
June 14, 2021

Duong Hoang Le (Research Resident)

ML
Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein
May 11, 2021

Khai Nguyen (VinAI Research Resident)

NLP
COVID-19 Named Entity Recognition for Vietnamese
April 21, 2021

Thinh Hung Truong, Mai Hoang Dao, Dat Quoc Nguyen

ML
Predictive Coding for Locally-Linear Control
July 17, 2020

Tung Nguyen (VinAI Research Resident)

GA-LLM NLP
BERTweet: The first large-scale pre-trained language model for English Tweets
July 7, 2020

Dat Quoc Nguyen (Senior research scientist, VinAI Research)

GA-LLM NLP
PhoBERT: The first public large-scale language models for Vietnamese
July 7, 2020

Dat Quoc Nguyen (Senior Research Scientist),
Tuan Anh Nguyen (Research Intern)