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2020 – today

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2024
[c31]
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Hoang-Viet Nguyen, Thi-Hai-Yen Vuong, Hoang-Quynh Le:
Enhancing Deepfake Detection Through Innovative Data Augmentation Strategies and Frame-Based Deep Learning Architecture. ACIIDS (2) 2024: 144-155
[c30]
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Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Hung Hoang, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le:
Bundle Recommendation with Item-Level Causation-Enhanced Multi-view Learning. ECML/PKDD (8) 2024: 324-341
[c29]
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Minh-Quang Nguyen, Duy-Cat Can, Hoang-Quynh Le:
Zero-cost Transition to Multi-document Processing in Summarization with Multi-Channel Attention. ECML/PKDD (5) 2024: 406-422
[i4]
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  - journals/corr/abs-2401-09693
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Vu Hong Quan, Le Hoang Ngan, Le Minh Duc, Nguyen Tran Ngoc Linh, Hoang-Quynh Le:
EfficientRec an unlimited user-item scale recommendation system based on clustering and users interaction embedding profile. CoRR abs/2401.09693 (2024)
[i3]
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  - journals/corr/abs-2402-13613
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Hoang-Quynh Le, Duy-Cat Can, Khanh-Vinh Nguyen, Mai-Vu Tran:
Overview of the VLSP 2023 - ComOM Shared Task: A Data Challenge for Comparative Opinion Mining from Vietnamese Product Reviews. CoRR abs/2402.13613 (2024)
[i2]
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  - journals/corr/abs-2408-08906
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Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Hoang Manh-Hung, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le:
Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning. CoRR abs/2408.08906 (2024)
2023
[c28]
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Quoc-An Nguyen, Khanh-Vinh Nguyen, Hoang-Quynh Le, Duy-Cat Can, Tam Doan Thanh, Trung-Hieu Do, Mai-Vu Tran:
Integrating Ontology-Based Knowledge to Improve Biomedical Multi-Document Summarization Model. ACIIDS (2) 2023: 99-110
[c27]
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Tran-Ngoc-Linh Nguyen, Chi-Dung Vu, Hoang-Ngan Le, Anh-Dung Hoang, Xuan Hieu Phan, Quang-Thuy Ha, Hoang-Quynh Le, Mai-Vu Tran:
GIFT4Rec: An Effective Side Information Fusion Technique Apply to Graph Neural Network for Cold-Start Recommendation. ACIIDS (1) 2023: 334-345
[c26]
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Duy-Cat Can, Quoc-An Nguyen, Binh-Nguyen Nguyen, Minh-Quang Nguyen, Khanh-Vinh Nguyen, Trung-Hieu Do, Hoang-Quynh Le:
UETCorn at MEDIQA-Sum 2023: Template-based Summarization for Clinical Note Generation from Doctor-Patient Conversation. CLEF (Working Notes) 2023: 1423-1432
[c25]
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Tu-Phuong Mai, Quoc-An Nguyen, Duy-Cat Can, Hoang-Quynh Le:
Contrastive Hierarchical Discourse Graph for Vietnamese Extractive Multi-Document Summarization. IALP 2023: 118-123
[c24]
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Hoang-Ha Do, Xuan-Hieu Pham, Duc-Hiep Nguyen, Quoc-An Nguyen, Duy-Cat Can, Hoang-Quynh Le:
Enhancing Aspect-Based Sentiment Analysis with Contextualized Window Attention Mechanism. KSE 2023: 1-6
[c23]
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Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Duy-Cat Can, Cam-Van Thi Nguyen, Duc-Trong Le, Hoang-Quynh Le:
HHMC: A Heterogeneous x Homogeneous Graph-Based Network for Multimodal Cross-Selling Recommendation. KSE 2023: 1-6
[c22]
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Binh-Nguyen Nguyen, Hoang-Quynh Le, Duy-Cat Can:
Enhancing Clinical Note Generation from Doctor-Patient Conversations through Semantic Partition-Oriented Summarization. KSE 2023: 1-6
[c21]
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Khanh-Vinh Nguyen, Quoc-An Nguyen, Hoang-Quynh Le, Duy-Cat Can:
FOREcaST: Improving Extreme Weather Forecasts with Deep Neural Decision Forest for Climate Change Adaptation. KSE 2023: 1-6
[i1]
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  - journals/corr/abs-2311-15525
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Mai-Vu Tran, Hoang-Quynh Le, Duy-Cat Can, Quoc-An Nguyen:
Overview of the VLSP 2022 - Abmusu Shared Task: A Data Challenge for Vietnamese Abstractive Multi-document Summarization. CoRR abs/2311.15525 (2023)
2022
[j5]
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  - journals/biomedsem/LeCC22
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Hoang-Quynh Le, Duy-Cat Can, Nigel Collier:
Exploiting document graphs for inter sentence relation extraction. J. Biomed. Semant. 13(1): 15 (2022)
[j4]
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  - journals/jclc/NguyenCLT22
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Quoc-An Nguyen, Duy-Cat Can, Hoang-Quynh Le, Mai-Vu Tran:
VLSP 2022 Abmusu Task Dataset: A Resource for Vietnamese Abstractive Multi-Document Summarization. Int. J. Asian Lang. Process. 32(2&3): 2350003:1-2350003:19 (2022)
[c20]
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Vu Hong Quan, Le Hoang Ngan, Le Minh Duc, Nguyen Tran Ngoc Linh, Hoang-Quynh Le:
EfficientRec: An Unlimited User Scale Recommendation System Based on Clustering and User's Interaction Embedding Profile. ACIIDS (Companion) 2022: 681-696
2021
[c19]
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  - conf/aciids/CanLH21
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Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha:
Detection of Distributed Denial of Service Attacks Using Automatic Feature Selection with Enhancement for Imbalance Dataset. ACIIDS 2021: 386-398
[c18]
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  - conf/bionlp/LeNDNNTVN21
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Hoang-Quynh Le, Quoc-An Nguyen, Quoc-Hung Duong, Minh-Quang Nguyen, Huy-Son Nguyen, Tam Doan Thanh, Hai-Yen Thi Vuong, Trang M. Nguyen:
UETfishes at MEDIQA 2021: Standing-on-the-Shoulders-of-Giants Model for Abstractive Multi-answer Summarization. BioNLP@NAACL-HLT 2021: 328-335
[c17]
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  - conf/ialp/CongDPNCLHT21
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Minh-Son Cong, Tuan-Minh Dam, Anh-My Phuong, Thi-Quyen Nguyen, Duy-Cat Can, Hoang-Quynh Le, Long Hoang, Mai-Vu Tran:
THANOS: The Aspect Classification Model for Imbalanced Vietnamese E-commerce Review Data. IALP 2021: 352-357
[c16]
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  - conf/kse/Le-MinhLTBLCTT21
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Binh Le-Minh, Thi-Phuong Le, Khanh-Hung Tran, Khanh-Huyen Bui, Hoang-Quynh Le, Duy-Cat Can, Hung Nguyen Chung Thanh, Mai-Vu Tran:
Aspect-Based Sentiment Analysis Using Mini-Window Locating Attention for Vietnamese E-commerce Reviews. KSE 2021: 1-4
[c15]
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  - conf/kse/LinhQNPL21
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Linh Nguyen Tran Ngoc, Vu Hong Quan, Le Hoang Ngan, Tran Duy Phu, Hoang-Quynh Le:
An incremental ensemble learning system for Vietnamese e-commerce product classification. KSE 2021: 1-4
[c14]
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  - conf/kse/NguyenDNNLCTT21
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Quoc-An Nguyen, Quoc-Hung Duong, Minh-Quang Nguyen, Huy-Son Nguyen, Hoang-Quynh Le, Duy-Cat Can, Tam Doan Thanh, Mai-Vu Tran:
A Hybrid Multi-answer Summarization Model for the Biomedical Question-Answering System. KSE 2021: 1-6
[c13]
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  - conf/kse/NguyenLCH21
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Thi-Cham Nguyen, Hoang-Quynh Le, Duy-Cat Can, Quang-Thuy Ha:
Models Distillation with Lifelong Deep Learning for Vietnamese Biomedical Named Entity Recognition. KSE 2021: 1-6
[c12]
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Ngoc-Tu Nguyen, Trong-Dat Nguyen, Duy-Cat Can, Mai-Vu Tran, Ha Luu Manh, Hoang-Quynh Le:
Attention-Based Deep Learning Model for Aspect Classification on Vietnamese E-commerce Data. KSE 2021: 1-6
2020
[c11]
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  - conf/kse/NguyenPLNBH20
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Thi-Cham Nguyen, Thi-Ngan Pham, Hoang-Quynh Le, Tri-Thanh Nguyen, Hong-Nhung Bui, Quang-Thuy Ha:
A Targeted Topic Model based Multi-Label Deep Learning Classification Framework for Aspect-based Opinion Mining. KSE 2020: 165-170

2010 – 2019

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2019
[c10]
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Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha:
Improving Semantic Relation Extraction System with Compositional Dependency Unit on Enriched Shortest Dependency Path. ACIIDS (1) 2019: 140-152
[c9]
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  - conf/naacl/CanLHC19
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Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha, Nigel Collier:
A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction. NAACL-HLT (1) 2019: 2902-2912
2018
[j3]
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  - journals/bioinformatics/DangLNV18
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Thanh Hai Dang, Hoang-Quynh Le, Trang M. Nguyen, Sinh T. Vu:
D3NER: biomedical named entity recognition using CRF-biLSTM improved with fine-tuned embeddings of various linguistic information. Bioinform. 34(20): 3539-3546 (2018)
[c8]
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  - conf/emnlp/LeCVDPC18
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Hoang-Quynh Le, Duy-Cat Can, Sinh T. Vu, Thanh Hai Dang, Mohammad Taher Pilehvar, Nigel Collier:
Large-scale Exploration of Neural Relation Classification Architectures. EMNLP 2018: 2266-2277
2017
[c7]
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  - conf/kse/LeCDTHC17
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Hoang-Quynh Le, Duy-Cat Can, Thanh Hai Dang, Mai-Vu Tran, Quang-Thuy Ha, Nigel Collier:
Improving chemical-induced disease relation extraction with learned features based on convolutional neural network. KSE 2017: 292-297
2016
[j2]
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  - journals/biodb/LeTDHC16
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Hoang-Quynh Le, Mai-Vu Tran, Thanh Hai Dang, Quang-Thuy Ha, Nigel Collier:
Sieve-based coreference resolution enhances semi-supervised learning model for chemical-induced disease relation extraction. Database J. Biol. Databases Curation 2016 (2016)
[j1]
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  - journals/biodb/LeTDHC16a
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Hoang-Quynh Le, Mai-Vu Tran, Thanh Hai Dang, Quang-Thuy Ha, Nigel Collier:
Sieve-based coreference resolution enhances semi-supervised learning model for chemical-induced disease relation extraction. Database J. Biol. Databases Curation 2016 (2016)
[c6]
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  - conf/aciids/LeNLLNH16
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Ngoc-Anh Thi Le, Thi-Oanh Ngo, Huyen-Trang Thi Lai, Hoang-Quynh Le, Hai-Chau Nguyen, Quang-Thuy Ha:
An Experimental Study on Cholera Modeling in Hanoi. ACIIDS (2) 2016: 230-240
2015
[c5]
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  - conf/iccsama/VuTDLT15
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Ngoc Trinh Vu, Van-Hien Tran, Thi-Huyen-Trang Doan, Hoang-Quynh Le, Mai-Vu Tran:
A Method for Building a Labeled Named Entity Recognition Corpus Using Ontologies. ICCSAMA 2015: 141-149
2013
[c4]
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  - conf/bionlp/TranCLPP13
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Mai-Vu Tran, Nigel Collier, Hoang-Quynh Le, Van-Thuy Phi, Thanh-Binh Pham:
Exploring a Probabilistic Earley Parser for Event Composition in Biomedical Texts. BioNLP@ACL (Shared Task) 2013: 130-134
2012
[c3]
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Nigel Collier, Mai-Vu Tran, Hoang-Quynh Le, Anika Oellrich, Ai Kawazoe, Martin Hall-May, Dietrich Rebholz-Schuhmann:
A Hybrid Approach to Finding Phenotype Candidates in Genetic Texts. COLING 2012: 647-662
2011
[c2]
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  - conf/ialp/LeTBPH11
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Hoang-Quynh Le, Mai-Vu Tran, Nhat-Nam Bui, Nguyen-Cuong Phan, Quang-Thuy Ha:
An Integrated Approach Using Conditional Random Fields for Named Entity Recognition and Person Property Extraction in Vietnamese Text. IALP 2011: 115-118
2010
[c1]
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  - conf/ialp/TranNNL10
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Mai-Vu Tran, Tien-Tung Nguyen, Thanh-Son Nguyen, Hoang-Quynh Le:
Automatic Named Entity Set Expansion Using Semantic Rules and Wrappers for Unary Relations. IALP 2010: 170-173

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