Ngan Luu-Thuy Nguyen
Orcid: 0000-0003-3931-849X
According to our database1,
Ngan Luu-Thuy Nguyen
authored at least 93 papers
between 2003 and 2024.
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Bibliography
2024
ViCLEVR: a visual reasoning dataset and hybrid multimodal fusion model for visual question answering in Vietnamese.
Multim. Syst., August, 2024
A Study of Vietnamese Sentiment Classification with Ensemble Pre-Trained Language Models.
Vietnam. J. Comput. Sci., February, 2024
An approach of data augmentation to improve the performance of BERTology models for Vietnamese hate speech detection.
Multim. Tools Appl., 2024
ViConsFormer: Constituting Meaningful Phrases of Scene Texts using Transformer-based Method in Vietnamese Text-based Visual Question Answering.
CoRR, 2024
ViOCRVQA: Novel Benchmark Dataset and Vision Reader for Visual Question Answering by Understanding Vietnamese Text in Images.
CoRR, 2024
ViTextVQA: A Large-Scale Visual Question Answering Dataset for Evaluating Vietnamese Text Comprehension in Images.
CoRR, 2024
VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding.
CoRR, 2024
ABCD Team at ABSAPT 2024: Classification-Based versus Generation-Based Approach for Aspect-Based Sentiment Analysis in Portuguese.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024
Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024.
Proceedings of the Natural Scientific Language Processing and Research Knowledge Graphs, 2024
VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
VlogQA: Task, Dataset, and Baseline Models for Vietnamese Spoken-Based Machine Reading Comprehension.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
2023
Improving sentence representation for vietnamese natural language understanding using optimal transport.
J. Intell. Fuzzy Syst., December, 2023
OpenViVQA: Task, dataset, and multimodal fusion models for visual question answering in Vietnamese.
Inf. Fusion, December, 2023
Towards sustainable agriculture: A lightweight hybrid model and cloud-based collection of datasets for efficient leaf disease detection.
Future Gener. Comput. Syst., November, 2023
ACM Trans. Asian Low Resour. Lang. Inf. Process., August, 2023
Vietnamese Sentiment Analysis: An Overview and Comparative Study of Fine-tuning Pretrained Language Models.
ACM Trans. Asian Low Resour. Lang. Inf. Process., June, 2023
Multi-stage transfer learning with BERTology-based language models for question answering system in vietnamese.
Int. J. Mach. Learn. Cybern., May, 2023
Exploring zero-shot and joint training cross-lingual strategies for aspect-based sentiment analysis based on contextualized multilingual language models.
J. Inf. Telecommun., April, 2023
ComOM at VLSP 2023: A Dual-Stage Framework with BERTology and Unified Multi-Task Instruction Tuning Model for Vietnamese Comparative Opinion Mining.
CoRR, 2023
CoRR, 2023
Integrating Semantic Information into Sketchy Reading Module of Retro-Reader for Vietnamese Machine Reading Comprehension.
CoRR, 2023
Leveraging Semantic Representations Combined with Contextual Word Representations for Recognizing Textual Entailment in Vietnamese.
CoRR, 2023
Comput. Electron. Agric., 2023
Proceedings of the 12th International Symposium on Information and Communication Technology, 2023
ABCD Team at FinancES 2023: An Unified Generative Framework for the Financial Targeted Sentiment Analysis in Spanish.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023
BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese Visual Question Answering.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2023
Revealing Weaknesses of Vietnamese Language Models Through Unanswerable Questions in Machine Reading Comprehension.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: EACL 2023, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
2022
ACM Trans. Asian Low Resour. Lang. Inf. Process., September, 2022
Int. J. Intell. Inf. Database Syst., 2022
Investigating Monolingual and Multilingual BERT Models for Vietnamese Aspect Category Detection.
Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022
Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022
Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, 2022
SMTCE: A Social Media Text Classification Evaluation Benchmark and BERTology Models for Vietnamese.
Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, 2022
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2022
SPBERTQA: A Two-Stage Question Answering System Based on Sentence Transformers for Medical Texts.
Proceedings of the Knowledge Science, Engineering and Management, 2022
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-Based Textual Knowledge Source.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022
Error Investigation of Pre-trained BERTology Models on Vietnamese Natural Language Inference.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022
2021
Two New Large Corpora for Vietnamese Aspect-based Sentiment Analysis at Sentence Level.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021
ViReader: A Wikipedia-based Vietnamese reading comprehension system using transfer learning.
J. Intell. Fuzzy Syst., 2021
Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document Summarization.
CoRR, 2021
UIT-ISE-NLP at SemEval-2021 Task 5: Toxic Spans Detection with BiLSTM-CRF and Toxic Bert Comment Classification.
CoRR, 2021
Investigating Monolingual and Multilingual BERTModels for Vietnamese Aspect Category Detection.
CoRR, 2021
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2021
UIT-ISE-NLP at SemEval-2021 Task 5: Toxic Spans Detection with BiLSTM-CRF and ToxicBERT Comment Classification.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021
Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2021
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021
Monolingual vs multilingual BERTology for Vietnamese extractive multi-document summarization.
Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, 2021
Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-stage Span Labeling.
Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, 2021
Exploring Zero-shot Cross-lingual Aspect-based Sentiment Analysis using Pre-trained Multilingual Language Models.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2021
Proceedings of the Knowledge Science, Engineering and Management, 2021
Constructive and Toxic Speech Detection for Open-Domain Social Media Comments in Vietnamese.
Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021
Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021
Proceedings of the Advances in Computational Collective Intelligence, 2021
2020
ViMs: a high-quality Vietnamese dataset for abstractive multi-document summarization.
Lang. Resour. Evaluation, 2020
An Experimental Study of Deep Neural Network Models for Vietnamese Multiple-Choice Reading Comprehension.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Enhancing Lexical-Based Approach With External Knowledge for Vietnamese Multiple-Choice Machine Reading Comprehension.
IEEE Access, 2020
Comparison Between Traditional Machine Learning Models And Neural Network Models For Vietnamese Hate Speech Detection.
Proceedings of the 2020 RIVF International Conference on Computing and Communication Technologies, 2020
Proceedings of the 2020 RIVF International Conference on Computing and Communication Technologies, 2020
Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation, 2020
A simple and efficient ensemble classifier combining multiple neural network models on social media datasets in Vietnamese.
Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation, 2020
Proceedings of the NLPIR 2020: 4th International Conference on Natural Language Processing and Information Retrieval, 2020
Proceedings of the Advances in Computational Collective Intelligence, 2020
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network.
Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020
2019
Error Analysis for Vietnamese Named Entity Recognition on Deep Neural Network Models.
CoRR, 2019
Deep Learning versus Traditional Classifiers on Vietnamese Students' Feedback Corpus.
CoRR, 2019
Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model.
CoRR, 2019
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019
Proceedings of the Computational Linguistics, 2019
Proceedings of the Computational Linguistics, 2019
Proceedings of the Computational Linguistics, 2019
Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019
2018
Exploring alignment-classification methods in the context of professional writing assistance.
Data Knowl. Eng., 2018
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018
Variants of Long Short-Term Memory for Sentiment Analysis on Vietnamese Students' Feedback Corpus.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018
LSTM Easy-first Dependency Parsing with Pre-trained Word Embeddings and Character-level Word Embeddings in Vietnamese.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018
2016
Effective attention-based neural architectures for sentence compression with bidirectional long short-term memory.
Proceedings of the Seventh Symposium on Information and Communication Technology, 2016
Proceedings of the 2016 Eighth International Conference on Knowledge and Systems Engineering, 2016
Proceedings of the 2016 Eighth International Conference on Knowledge and Systems Engineering, 2016
2015
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015
2003
A hybrid approach to word order transfer in the English-to-Vietnamese machine translation.
Proceedings of Machine Translation Summit IX: Papers, 2003