| 2025 |
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Quynh-Trang Pham Thi, Duc-Hung Nguyen, Ngoc-Huyen Ngo, Tri-Thanh Nguyen, Duc-Trong Le, and Thanh-Hai Dang
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Efficient Continual Learning in Panoptic Segmentation with Adaptive Prompt Selection
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International Conference on Computing and Communication Technologies (RIVF) |
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Quynh-Trang Pham Thi, Duc-Hung Nguyen, Ngoc-Huyen Ngo, Tri-Thanh Nguyen, Duc-Trong Le, and Thanh-Hai Dang
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Boosting Expert Capabilities through Contrastive Loss within a Mixture-of-Experts Framework for Continual Learning
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10th international conference on intelligent information technology |
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| 2024 |
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Thanh-Huyen Pham, Thi-Ngan Pham, Thi-Thanh-Van Le, Tri-Thanh Nguyen & Quang-Thuy Ha
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A group decision model using picture fuzzy - rough approximation space
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The 13th Conference on Information Technology and Its Applications |
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Thanh Hai Dang, Quynh-Trang Pham Thi, Duc-Trong Le, Tri-Thanh Nguyen
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Continual Extraction of Semantic Relations using Augmented Prototypes with Energy-based Model Alignment
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VNU Journal of Science: Comp. Science & Com. Eng. |
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Thanh Hai Dang, Quynh-Trang Pham Thi, Duc-Trong Le, Tri-Thanh Nguyen
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Improving biomedical Named Entity Recognition with additional external contexts
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Journal of Biomedical Informatics |
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Thanh Hai Dang, Quynh-Trang Pham Thi, Duc-Trong Le, Tri-Thanh Nguyen
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Contrastive Learning for Boosting Knowledge Transfer in Task-Incremental Continual Learning of Aspect Sentiment Classification Tasks
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VNU Journal of Science: Comp. Science & Com. Eng. |
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Pham Thanh Huyen, Quang Thuy Ha, Tri Thanh Nguyen
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A group decision model using picture fuzzy - rough approximation space
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Lecture Notes in Networks and Systems |
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| 2023 |
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Bui Duc Tho, Son-Ba Giang, Minh-Tien Nguyen & Tri-Thanh Nguyen
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An architecture for more fine-grained hidden representation in Named Entity Recognition for Biomedical Texts
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ICTA 2023 ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY |
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Quynh-Trang Pham Thi, Ngoc-Huyen Ngo, Anh-Duc Nguyen, Duc-Trong Le, Tri-Thanh Nguyen, and Quang-Thuy Ha
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Mitigating Catastrophic Forgetting in Neural Machine Translation through Teacher-Student Distillation with Attention Mechanism
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ACIIDS 2023: Intelligent Information and Database Systems |
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| 2021 |
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Minh-Tien Nguyen, Tri-Thanh Nguyen, Asanobu Kitamoto, Van-Hau Nguyen
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Exploiting Social Networks as a Live Mass Media Channel During Disasters for Reactions
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International Journal on Artificial Intelligence Tools @World Scientific Publishing Company |
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Thanh-Huyen Pham,Thi-Ngan Pham, Thuan Ho, Thi-Hong Vuong, Tri-Thanh Nguyen, Quang-Thuy Ha
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Solving Reduction Problems in Cover Lattice Based Decision Tables
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ACIIDS 2021: Recent Challenges in Intelligent Information and Database Systems pp 55-64 |
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| 2020 |
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Hong-Nhung Bui, Trong-Sinh Vu, Hien-Hanh Nguyen, Tri-Thanh Nguyen, and Quang-Thuy Ha
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Exploiting CBOW and LSTM Models to Generate Trace Representation for Process Mining
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12th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2020), (ISI conference) |
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| 2019 |
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Ngoc-Vu Nguyen, Thi-Lan Nguyen, Cam-Van Nguyen Thi, Mai-Vu Tran, Tri-Thanh Nguyen, and Quang-Thuy Ha
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Improving Named Entity Recognition in Vietnamese Texts by a Character-level Deep Lifelong Learning Model
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Journal of Computer Science, World Scientific Publishing Company, Vol. 06, No. 04, pp. 489-491 (2019) |
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Thi-Ngan Pham, Quang-Thuy Ha, Minh-Chau Nguyen, and Tri-Thanh Nguyen
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A probability-based close domain metric in lifelong learning for multi-label classification
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The 6th International Conference on Computer Science, Applied Mathematics and Applications (ICCSAMA 2019), LNAI, Springer |
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Thi-Hong Vuong, Thanh-Huyen Pham, Tri-Thanh Nguyen, and Quang-Thuy Ha
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An Adversarial Learning and Canonical Correlation Analysis based Cross-Modal Retrieval Model
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11th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2019), (ISI conference) (pp 153-164) |
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| 2018 |
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Nguyễn Thanh Thủy - Hà Quang Thụy - Phan Xuân Hiếu - Nguyễn Trí Thành
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Trí tuệ nhân tạo trong thời đại số: Bối cảnh thế giới và liên hệ với Việt Nam
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Tạp chí công thương |
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Hong-Nhung BUI, Thi-Cham NGUYEN, Quang-Thuy HA, Tri-Thanh Nguyen
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A new trace clustering algorithm based on context in process mining
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International Joint Conference on Rough Sets 2018, Springer’s LNAI series, (ISI conference), pp. 644-657 (best paper candidate) |
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Quang-Thuy Ha, Thi-Ngan Pham, Van-Quang Nguyen, Minh-Chau Nguyen, Thanh-Huyen Pham, Tri-Thanh Nguyen
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A new text semi-supervised multi-label learning model based on using the label-feature relations
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10th International Conference on Computational Collective Intelligence (ICCCI 2018), (ISI conference), pp. 200--210 |
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Hà Quang Thụy, Nguyễn Trí Thành
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Khoa học dữ liệu, tiền hóa dữ liệu và khả năng thực thi tại Việt nam
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Tạp chí công thương – Các kết quả nghiên cứu khoa học và Ứng dụng công nghệ, pp. 160-165 |
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Hong Hai Le, Ngoc Hoa Nguyen, Tri-Thanh Nguyen
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Speeding up and enhancing a large-scale fingerprint identification system on GPU
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Journal of Information and Telecommunication (TJIT), 2(2):(147-162) |
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Hong-Nhung Bui, Quang-Thuy Ha, Tri-Thanh Nguyen
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A novel similarity measure for trace clustering based on normalized Google distance
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2018 International Conference on Information and Communication Technology and Digital Convergence Business (ICIDB-2018). JP Journal of Heat and Mass Transfer, Special Volume, Issue III, pp. 341 - 346. Pushpa publishing house (best paper award) |
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Quang-Thuy Ha,Thi-Ngan Pham, Van-Quang Nguyen, Thi-Cham Nguyen, Thi-Hong Vuong, Minh-Tuoi Tran, and Tri-Thanh Nguyen
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A New Lifelong Topic Modeling Method and Its Application to Vietnamese Text Multi-label Classification
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10th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2018), (ISI conference) (200-210) |
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| 2017 |
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Thi-Ngan Pham, Van-Quang Nguyen, Van-Hien Tran, Tri-Thanh Nguyen, and Quang-Thuy Ha
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A semi-supervised multi-label classification framework with feature reduction and enrichment
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Journal of Information and Telecommunication (TJIT), 1(2): (141-154) |
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Thi-Ngan Pham, Van-Quang Nguyen, Duc-Trong Dinh, Tri-Thanh Nguyen, and Quang-Thuy Ha
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MASS: a semi-supervised multi-label classification algorithm with specific features
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Asian Conference on Intelligent Information and Database Systems ACIIDS 2017, (ISI conference) (37-47) |
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Hong Hai Le, Ngoc Hoa Nguyen, Tri-Thanh Nguyen
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Automatic Detection of Singular Points in Fingerprint Images using Convolution Neural Network
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Asian Conference on Intelligent Information and Database Systems ACIIDS 2017, (ISI conference) (207-216) |
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Thi-Ngan Pham, Van-Hien Tran, Tri-Thanh Nguyen, and Quang-Thuy Ha
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Exploiting Distance graph and Hidden Topic Models for Multi-label Text Classification
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Asian Conference on Intelligent Information and Database Systems ACIIDS 2017, (ISI conference) (321-331) |
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| 2016 |
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Thuong Pham Thi, Xuan Hoai Nguyen, and Tri-Thanh Nguyen
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A study on fitness representation in Genetic Programming
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The Advanced of International Conference on Advances in Information and Communication Technology, (104-112) |
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Quang-Thuy Ha, Hong-Nhung Bui, Tri-Thanh Nguyen
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A trace clustering solution based on using the distance graph model
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The 8th International Conference on Computational Collective Intelligence (ICCCI 2016) (313-322) |
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Hong-Hai LE, Ngoc-Hoa NGUYEN, Tri-Thanh NGUYEN
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A complete fingerprint matching algorithm on GPU for a large scale identification system
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The 7th international conference on information science and applications, LNEE, Springer (ISI) (679-688) |
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Hong-Hai LE, Ngoc-Hoa NGUYEN, Tri-Thanh NGUYEN
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Exploiting GPU for Large Scale Fingerprint Identification
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The 8th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2016), Lecture Notes in Computer Science, Springer (ISI) pp. 688-697 |
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| 2015 |
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Minh-Tien Nguyen, Quang-Thuy Ha, Thi-Dung Nguyen, Tri-Thanh Nguyen and Le-Minh Nguyen
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Recognizing Textual Entailment in Vietnamese Text: An Experimental Study
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KSE 2015, pp.108-113 |
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Minh-Tien Nguyen, Tri-Thanh Nguyen
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DESRM: a Disease Extraction System for Real-time Monitoring
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IJCVR, Vol.5, No.3, pp.282-301 |
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Minh-Tien Nguyen, Asanobu Kitamoto, Tri-Thanh Nguyen |
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TSum4act: A Framework for Retrieving and Summarizing Actionable Tweets during a Disaster for Reaction, 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015. Proceedings, Part II.
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Lecture Notes in Computer Science Volume 9078, Advances in Knowledge Discovery and Data Mining, ISBN 978-3-319-18032-8, pp.64-75 |
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| 2014 |
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Tri-Thanh Nguyen, Quang-Thuy Ha |
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Novel Operations for FP-tree Data Structure and Their Applications |
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International Conference on Computer Science, Applied Mathematics and,Applications (ICCSAMA 2014), (ISI convered conference), Springer, ISBN 978-3-319-06568-7, pp.229-242 |
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Dinh-Luyen Bui, Tri-Thanh Nguyen, Quang-Thuy Ha |
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Measuring the Influence of Bloggers in Their Community Based on the H-Index Family |
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ICCSAMA 2014, Springer, ISBN 978-3-319-06568-7, pp.313-324 |
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| 2013 |
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Tri-Thanh Nguyen |
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A Compact FP-tree for Fast Frequent Pattern Retrieval |
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PACLIC27, ACL Anthology, (SCOPUS indexed), ISBN 978-986-03-8567-0, pp.430-439 |
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Thi-Tuoi Nguyen, Tri-Thanh Nguyen, Quang-Thuy Ha |
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Applying Hidden Topics in Ranking Social Update Streams on Twitter |
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The 10th IEEE RIVF International Conference on Computing and Communication, (IEEE Explorer), ISBN 978-1-4799-1349-7, pp. 180-185 |
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Minh-Tien Nguyen, Tri-Thanh Nguyen |
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Extraction of Disease Events for Real-time Monitoring System |
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4th SoICT, ACM Digital Library, (DBLP indexed), ISBN 978-1-4503-2454-0, pp.139-147 |
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| 2012 |
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Duc-Trong Le, Mai-Vu Tran, Tri-Thanh Nguyen, Quang-Thuy Ha |
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Kết hợp luật ngữ nghĩa và học máy cho bài toán phân lớp văn bản chứa sự kiện dịch bệnh |
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Tạp chí Nghiên cứu và Công nghệ Quân sự, ISSN 1859 - 1043, pp.50-58 |
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| 2011 |
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Duc-Trong Le, Mai-Vu Tran, Tri-Thanh Nguyen, Quang-Thuy Ha |
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Co-reference Resolution in Vietnamese Documents Based on Support Vector Machines |
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IALP, (IEEE explorer), ISBN: 978-1-4577-1733-8, pp.89-92 |
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| 2010 |
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Van-Nam Huynh, Tri Thanh Nguyen, Cuong Anh Le |
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Adaptively entropy-based weighting classifiers in combination using Dempster-Shafer theory for word sense disambiguation |
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Computer Speech and Language (SCIE indexed journal), Elsevier, ISSN 0885-2308, Vol.24, Issue 3, pp.461-473
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| 2008 |
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Tri,Thanh Nguyen, Le Minh Nguyen, Akira Shimazu |
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Using Semi-supervised Learning for Question Classification |
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Journal of Natural Language Processing, The Association for Natural Language Processing, ISSN 1340-7619, Vol.15, No.1, pp.3-22 |
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| 2007 |
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Minh Le Nguyen, Thanh Tri Nguyen, Akira Shimazu |
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Subtree mining for question classification problem |
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Proceedings of the 20th IJCAI, ISBN 978-1-57735-298-3, pp.1695-1700 |
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Nguyen Thanh Tri, Minh Le Nguyen, Akira Shimazu |
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Improving the Accuracy of Question Classification with Machine Learning |
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IEEE International Conference on Research, Innovation and Vision for the Future, ISBN 1-4244-0694-3, pp.234-241 |
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Nguyen Thanh Tri, Akira Shimazu |
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Automatic Extraction of the Fine Category of Person Named Entities from Text Corpora |
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IEICE TRANSACTIONS on Information and Systems, ISSN 1745-1361, Vol.E90-D, No.10, pp.1542-1549 |
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Nguyen Thanh Tri, Akira Shimazu |
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Acquisition of Named-Entity-Related Relations for Searching |
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PACLIC21, ACL anthology, ISBN 4-921112-1108, pp.349-357 |
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| 2006 |
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Nguyen Thanh Tri, Nguyen Minh Le, Akira Shimazu |
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Using Semi-supervised Learning for Question Classification |
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21st International Conference, ICCPOL 2006, Lecture notes in Artificial Intelligence (LNAI), Springer, ISBN 978-3-540-49668-7, pp.31-41 |
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Nguyen Thanh Tri, Akira Shimazu, Le Cuong Anh, Nguyen Minh Le |
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Applying RST Relations to Semantic Search |
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Proceedings of the 9th International Conference on Text, Speech and Dialog, LNAI, Springer, ISBN 978-3-540-39091-6, pp.189-196 |
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| 2001 |
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Nguyen Ngoc Minh, Nguyen Tri Thanh, Ha Quang Thuy, Luong Song Van, Nguyen Thi Van |
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A Knowledge Discovery Model in Fulltext Databases |
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Proceedings of International Conference on East-Asian Language Processing and Internet Information Technology 2002, pp.42-51 |
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