Search Results - "Nguyen, Ngan Luu Thuy"

A Study of Vietnamese Sentiment Classification with Ensemble Pre-Trained Language Models by Thin, Dang Van, Hao, Duong Ngoc, Nguyen, Ngan Luu-Thuy

“…Sentiment Analysis (SA) has attracted increasing research attention in recent years. Most existing works tackle the SA task by fine-tuning single pre-trained…”
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Enhancing Lexical-Based Approach With External Knowledge for Vietnamese Multiple-Choice Machine Reading Comprehension by Nguyen, Kiet Van, Tran, Khiem Vinh, Luu, Son T., Nguyen, Anh Gia-Tuan, Nguyen, Ngan Luu-Thuy

“…Although Vietnamese is the <inline-formula> <tex-math notation="LaTeX">17^{th} </tex-math></inline-formula> most popular native-speaker language in the world,…”
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Exploring zero-shot and joint training cross-lingual strategies for aspect-based sentiment analysis based on contextualized multilingual language models by Van Thin, Dang, Quoc Ngo, Hung, Ngoc Hao, Duong, Luu-Thuy Nguyen, Ngan

“…Aspect-based sentiment analysis (ABSA) has attracted many researchers' attention in recent years. However, the lack of benchmark datasets for specific…”
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Exploring alignment-classification methods in the context of professional writing assistance by Duong, Mai, Nghiem, Minh-Quoc, Nguyen, Ngan Luu-Thuy

“…Proofreading, the act of checking first-draft writings performed by native experts, is essential for professional writing by non-native speakers. Usually,…”
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ViMs: a high-quality Vietnamese dataset for abstractive multi-document summarization by Tran, Nhi-Thao, Nghiem, Minh-Quoc, Nguyen, Nhung T. H., Nguyen, Ngan Luu-Thuy, Van Chi, Nam, Dinh, Dien

“…Automatic text summarization is important in this era due to the exponential growth of documents available on the Internet. In the Vietnamese language,…”
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FormerLeaf: An efficient vision transformer for Cassava Leaf Disease detection by Thai, Huy-Tan, Le, Kim-Hung, Nguyen, Ngan Luu-Thuy

“…Leaf diseases have become more prevalent in recent years due to climate change, increased growth of outdoor air pollutants, and global warming. They may…”
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Towards sustainable agriculture: A lightweight hybrid model and cloud-based collection of datasets for efficient leaf disease detection by Thai, Huy-Tan, Le, Kim-Hung, Nguyen, Ngan Luu-Thuy

“…Agricultural sustainability is a crucial component of the global economy and faces several challenges, including plant diseases. However, the application of…”
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OpenViVQA: Task, dataset, and multimodal fusion models for visual question answering in Vietnamese by Nguyen, Nghia Hieu, Vo, Duong T.D., Van Nguyen, Kiet, Nguyen, Ngan Luu-Thuy

“…In recent years, visual question answering (VQA) has attracted attention from the research community because of its highly potential applications (such as…”
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An approach of data augmentation to improve the performance of BERTology models for Vietnamese hate speech detection by Luu, Son T., Van Nguyen, Kiet, Nguyen, Ngan Luu-Thuy

“…Hate speech detection on social media networks is the classification task that automatically detects harmful comments from users and prevents the appearance of…”
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ViCLEVR: a visual reasoning dataset and hybrid multimodal fusion model for visual question answering in Vietnamese by Tran, Khiem Vinh, Phan, Hao Phu, Van Nguyen, Kiet, Nguyen, Ngan Luu Thuy

“…In recent years, visual question answering (VQA) has gained significant attention for its diverse applications, including intelligent car assistance, aiding…”
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UIT-VSFC: Vietnamese Students' Feedback Corpus for Sentiment Analysis by Nguyen, Kiet Van, Nguyen, Vu Duc, Nguyen, Phu X. V., Truong, Tham T. H., Nguyen, Ngan Luu-Thuy

“…Students' feedback is a vital resource for the interdisciplinary research combining of two fields: sentiment analysis and education. To strengthen the…”
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Variants of Long Short-Term Memory for Sentiment Analysis on Vietnamese Students' Feedback Corpus by Nguyen, Vu Duc, Nguyen, Kiet Van, Nguyen, Ngan Luu-Thuy

“…The Long Short-Term Memory (LSTM) and Dependency Tree-LSTM have shown the state-of-the-art results for the sentiment analysis task for the English language…”
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Deep Learning versus Traditional Classifiers on Vietnamese Students' Feedback Corpus by Nguyen, Phu X. V., Hong, Tham T. T., Nguyen, Kiet Van, Nguyen, Ngan Luu-Thuy

“…Student's feedback is an important source of collecting students' opinions to improve quality of training activities. Implementing sentiment analysis into…”
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Job Prediction: From Deep Neural Network Models to Applications by Van Huynh, Tin, Van Nguyen, Kiet, Nguyen, Ngan Luu-Thuy, Nguyen, Anh Gia-Tuan

“…Determining the job is suitable for a student or a person looking for work based on their job descriptions such as knowledge and skills that are difficult, as…”
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Multi-stage transfer learning with BERTology-based language models for question answering system in vietnamese by Van Nguyen, Kiet, Do, Phong Nguyen-Thuan, Nguyen, Nhat Duy, Nguyen, Anh Gia-Tuan, Nguyen, Ngan Luu-Thuy

“…With the fast growth of information science and engineering, a large number of textual data generated are valuable for natural language processing and its…”
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Efficient Finetuning Large Language Models For Vietnamese Chatbot by Doan, Vu-Thuan, Truong, Quoc-Truong, Nguyen, Duc-Vu, Nguyen, Vinh-Tiep, Luu, Thuy-Ngan Nguyen

“…Large language models (LLMs), such as GPT-4, PaLM, and LLaMa, have been shown to achieve remarkable performance across a variety of natural language tasks…”
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Deep Learning for Aspect Detection on Vietnamese Reviews by Thin, Dang Van, Nguye, Vu Duc, Nguyen, Kiet Van, Nguyen, Ngan Luu-Thuy

“…In recent years, Aspect-based Sentiment Analysis (ABSA) has been extensively researched in various languages because it aims to detect the sentiment of each…”
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LSTM Easy-first Dependency Parsing with Pre-trained Word Embeddings and Character-level Word Embeddings in Vietnamese by Nguyen, Binh Duc, Nguyen, Kiet Van, Nguyen, Ngan Luu-Thuy

“…In Vietnamese dependency parsing, several methods have been proposed. Dependency parser which uses deep neural network model has been reported that achieved…”
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Error Analysis for Vietnamese Dependency Parsing by Van Nguyen, Kiet, Nguyen, Ngan Luu-Thuy

“…Dependency parsing is needed in different applications of natural language processing. In this paper, we present a thorough error analysis for dependency…”
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BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese Visual Question Answering by Tran, Khiem Vinh, Nguyen, Kiet Van, Nguyen, Ngan Luu Thuy

“…Visual Question Answering (VQA) is an intricate and demanding task that integrates natural language processing (NLP) and computer vision (CV), capturing the…”
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