Deep Learning

URA-LLaMa
First release of URA-LLaMa, a series of large language models for Vietnamese.
Duc Q. Nguyen
Oct 10, 2023 1 min read Deep Learning, Natural Language Processing
URA-LLaMa
Low-Rank Adaptation Approach for Vietnamese-Bahnaric Lexical Mapping from Non-Parallel Corpora
La Cam Huy, Le Quang Minh, Tran Ngoc Oanh, Le Duc Dong, Duc Q. Nguyen, Nguyen Tan Sang, Tran Quan, Tho Quan
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Voice Conversion for Natural-Sounding Speech Generation on Low-Resource Languages: A Case Study of Bahnaric
Dang Tran Dat, Tang Quoc Thai, Duc Q. Nguyen, Vo Duy Hung, Quan Thanh Tho
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Thomas: Learning to Explore Human Preference via Probabilistic Reward Model
Recent breakthroughs in large language models and multimodal models underscore the impressive strides deep learning has made in …
Sang T. Truong, Duc Q. Nguyen, Tho Quan, Sanmi Koyejo
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10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention
The goal of subgraph matching is to determine the presence of a particular query pattern within a large collection of data graphs. …
Thanh Toan Nguyen, Duc Q. Nguyen, Zhao Ren, Jun Jo, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
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10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention
Social Bot Detector using Graph Neural Networks
The importance of online social networks (OSNs) has been fueled by the human need for digital communication and broadcasting, as well …
Hoang-Dung Nguyen, Duc Q. Nguyen, Hao Luong Pham, Tho Thanh Quan
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The Valentine's Day Story.
A story about a young researcher preparing to propose to his girlfriend.
Duc Q. Nguyen
Feb 14, 2023 5 min read Bayesian Statistics, Deep Learning, Artificial Intelligence
The Valentine's Day Story.
Towards de Novo Drug Design for the Coronavirus: A Drug-Target Interaction Prediction Approach Using Atom-Enhanced Graph Neural Network with Multi-Hop Gating Mechanism
For humans, the COVID-19 pandemic and Coronavirus have undeniably been a nightmare. Although there are effective vaccines, specific …
Duc Q. Nguyen, Khoan D. Le, Bach T. Ly, An D. Nguyen, Quang H. Nguyen, Tuan H. Nguyen, Cuong Quoc Duong, Thanh N. Truong, Phuong Thuy Viet Nguyen, Tho T. Quan
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BeCaked: An Explainable Artificial Intelligence Model for COVID-19 Forecasting

From the end of 2019, one of the most serious and largest spread pandemics occurred in Wuhan (China) named Coronavirus (COVID-19). As …

Duc Q. Nguyen, Nghia Q. Vo, Thinh T. Nguyen, Khuong Nguyen-An, Quang H. Nguyen, Dang N. Tran, Tho T. Quan
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BeCaked: An Explainable Artificial Intelligence Model for COVID-19 Forecasting
BeCaked+: An Explainable AI Model to Forecast Delta-spreading Covid-19
Covid-19 is a global disaster which requires not only medical humanity but also computing power to predict, and, ideally, interpret …
Cuong Nguyen Dang, Minh Nguyen Huynh, Duc Q. Nguyen, Duc Nguyen Quang, Thinh Nguyen Tien, Khuong Nguyen-An, Chon Le Trung, Tho Quan Thanh
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