35 citations · 293 across the 59 of their papers we have counts for
8 papers · 1 filter
Hate Speech Detection on Vietnamese Social Media Text using the Bi-GRU-LSTM-CNN Model
Tin Van Huynh, Vu Duc Nguyen, Kiet Van Nguyen +2
In recent years, Hate Speech Detection has become one of the interesting fields in natural language processing or computational linguistics. In this paper, we present the descripti…
Error Analysis for Vietnamese Named Entity Recognition on Deep Neural Network Models
Binh An Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
In recent years, Vietnamese Named Entity Recognition (NER) systems have had a great breakthrough when using Deep Neural Network methods. This paper describes the primary errors of…
Deep Learning versus Traditional Classifiers on Vietnamese Students' Feedback Corpus
Phu X. V. Nguyen, Tham T. T. Hong, Kiet Van Nguyen +1
Student's feedback is an important source of collecting students' opinions to improve the quality of training activities. Implementing sentiment analysis into student feedback data…
Vietnamese transition-based dependency parsing with supertag features
Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
In recent years, dependency parsing is a fascinating research topic and has a lot of applications in natural language processing. In this paper, we present an effective approach to…
Error Analysis for Vietnamese Dependency Parsing
Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
Dependency parsing is needed in different applications of natural language processing. In this paper, we present a thorough error analysis for dependency parsing for the Vietnamese…
Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model
Hang Thi-Thuy Do, Huy Duc Huynh, Kiet Van Nguyen +2
In this paper, we describe our system which participates in the shared task of Hate Speech Detection on Social Networks of VLSP 2019 evaluation campaign. We are provided with the p…
Emotion Recognition for Vietnamese Social Media Text
Vong Anh Ho, Duong Huynh-Cong Nguyen, Danh Hoang Nguyen +4
Emotion recognition or emotion prediction is a higher approach or a special case of sentiment analysis. In this task, the result is not produced in terms of either polarity: positi…
LSTM Easy-first Dependency Parsing with Pre-trained Word Embeddings and Character-level Word Embeddings in Vietnamese
Binh Duc Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
In Vietnamese dependency parsing, several methods have been proposed. Dependency parser which uses deep neural network model has been reported that achieved state-of-the-art result…