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07/28/2023
BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese Visual Question Answering
Visual Question Answering (VQA) is an intricate and demanding task that ...
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05/07/2023
OpenViVQA: Task, Dataset, and Multimodal Fusion Models for Visual Question Answering in Vietnamese
In recent years, visual question answering (VQA) has attracted attention...
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03/31/2023
A Multiple Choices Reading Comprehension Corpus for Vietnamese Language Education
Machine reading comprehension has been an interesting and challenging ta...
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03/16/2023
Revealing Weaknesses of Vietnamese Language Models Through Unanswerable Questions in Machine Reading Comprehension
Although the curse of multilinguality significantly restricts the langua...
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02/23/2023
VLSP2022-EVJVQA Challenge: Multilingual Visual Question Answering
Visual Question Answering (VQA) is a challenging task of natural languag...
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01/24/2023
ViHOS: Hate Speech Spans Detection for Vietnamese
The rise in hateful and offensive language directed at other users is on...
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01/01/2023
Integrating Semantic Information into Sketchy Reading Module of Retro-Reader for Vietnamese Machine Reading Comprehension
Machine Reading Comprehension has become one of the most advanced and po...
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01/01/2023
Leveraging Semantic Representations Combined with Contextual Word Representations for Recognizing Textual Entailment in Vietnamese
RTE is a significant problem and is a reasonably active research communi...
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01/01/2023
Is word segmentation necessary for Vietnamese sentiment classification?
To the best of our knowledge, this paper made the first attempt to answe...
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11/15/2022
A Comparative Study of Question Answering over Knowledge Bases
Question answering over knowledge bases (KBQA) has become a popular appr...
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09/21/2022
SMTCE: A Social Media Text Classification Evaluation Benchmark and BERTology Models for Vietnamese
Text classification is a typical natural language processing or computat...
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06/20/2022
SPBERTQA: A Two-Stage Question Answering System Based on Sentence Transformers for Medical Texts
Question answering (QA) systems have gained explosive attention in recen...
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04/14/2022
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source
Question answering (QA) is a natural language understanding task within ...
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03/22/2022
VLSP 2021 Shared Task: Vietnamese Machine Reading Comprehension
One of the emerging research trends in natural language understanding is...
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12/17/2021
Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-stage Span Labeling
Chinese word segmentation and part-of-speech tagging are necessary tasks...
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10/01/2021
Span Labeling Approach for Vietnamese and Chinese Word Segmentation
In this paper, we propose a span labeling approach to model n-gram infor...
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08/31/2021
Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document Summarization
Recent researches have demonstrated that BERT shows potential in a wide ...
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05/19/2021
Sentence Extraction-Based Machine Reading Comprehension for Vietnamese
The development of Vietnamese language processing in general and machine...
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05/04/2021
Conversational Machine Reading Comprehension for Vietnamese Healthcare Texts
Machine reading comprehension (MRC) is a sub-field in natural language p...
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04/24/2021
Vietnamese Open-domain Complaint Detection in E-Commerce Websites
Customer product reviews play a role in improving the quality of product...
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04/20/2021
UIT-ISE-NLP at SemEval-2021 Task 5: Toxic Spans Detection with BiLSTM-CRF and Toxic Bert Comment Classification
We present our works on SemEval-2021 Task 5 about Toxic Spans Detection....
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03/22/2021
A Large-scale Dataset for Hate Speech Detection on Vietnamese Social Media Texts
In recent years, Vietnam witnesses the mass development of social networ...
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03/18/2021
Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese
The rise of social media has led to the increasing of comments on online...
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03/17/2021
Investigating Monolingual and Multilingual BERTModels for Vietnamese Aspect Category Detection
Aspect category detection (ACD) is one of the challenging tasks in the A...
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02/24/2021
Augmenting Part-of-speech Tagging with Syntactic Information for Vietnamese and Chinese
Word segmentation and part-of-speech tagging are two critical preliminar...
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10/21/2020
Gender Prediction Based on Vietnamese Names with Machine Learning Techniques
As biological gender is one of the aspects of presenting individual huma...
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10/19/2020
An Empirical Study for Vietnamese Constituency Parsing with Pre-training
In this work, we use a span-based approach for Vietnamese constituency p...
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09/30/2020
A Vietnamese Dataset for Evaluating Machine Reading Comprehension
Over 97 million inhabitants speak Vietnamese as the native language in t...
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09/28/2020
A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese
Text classification is a popular topic of natural language processing, w...
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09/25/2020
Empirical Study of Text Augmentation on Social Media Text in Vietnamese
In the text classification problem, the imbalance of labels in datasets ...
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09/07/2020
UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network
Recently, COVID-19 has affected a variety of real-life aspects of the wo...
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08/20/2020
An Experimental Study of Deep Neural Network Models for Vietnamese Multiple-Choice Reading Comprehension
Machine reading comprehension (MRC) is a challenging task in natural lan...
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06/19/2020
New Vietnamese Corpus for Machine ReadingComprehension of Health News Articles
Although over 95 million people in the world speak the Vietnamese langua...
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06/14/2020
Vietnamese Word Segmentation with SVM: Ambiguity Reduction and Suffix Capture
In this paper, we approach Vietnamese word segmentation as a binary clas...
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02/01/2020
UIT-ViIC: A Dataset for the First Evaluation on Vietnamese Image Captioning
Image Captioning, the task of automatic generation of image captions, ha...
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01/31/2020
Comparison Between Traditional Machine Learning Models And Neural Network Models For Vietnamese Hate Speech Detection
Hate-speech detection on social network language has become one of the m...
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01/16/2020
A Pilot Study on Multiple Choice Machine Reading Comprehension for Vietnamese Texts
Machine Reading Comprehension (MRC) is the task of natural language proc...
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12/27/2019
Job Prediction: From Deep Neural Network Models to Applications
Determining the job is suitable for a student or a person looking for wo...
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11/21/2019
Emotion Recognition for Vietnamese Social Media Text
Emotion recognition or emotion prediction is a higher approach or a spec...
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11/17/2019
Error Analysis for Vietnamese Named Entity Recognition on Deep Neural Network Models
In recent years, Vietnamese Named Entity Recognition (NER) systems have ...
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11/17/2019
Deep Learning versus Traditional Classifiers on Vietnamese Students' Feedback Corpus
Student's feedback is an important source of collecting students' opinio...
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11/09/2019
Vietnamese transition-based dependency parsing with supertag features
In recent years, dependency parsing is a fascinating research topic and ...
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11/09/2019
Error Analysis for Vietnamese Dependency Parsing
Dependency parsing is needed in different applications of natural langua...
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11/09/2019
Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model
In this paper, we describe our system which participates in the shared t...
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11/09/2019
Hate Speech Detection on Vietnamese Social Media Text using the Bi-GRU-LSTM-CNN Model
In recent years, Hate Speech Detection has become one of the interesting...
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10/30/2019