Hoang-Quynh Le

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 32

Top Topics

Coreference Resolution

Sentiment Analysis

Top Venues

Publications

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 (2024)
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)
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 (2024)
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)
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 (2023)
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)
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)
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)
Tu-Phuong Mai, Quoc-An Nguyen, Duy-Cat Can, Hoang-Quynh Le
Contrastive Hierarchical Discourse Graph for Vietnamese Extractive Multi-Document Summarization. IALP (2023)
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)
Binh-Nguyen Nguyen, Hoang-Quynh Le, Duy-Cat Can
Enhancing Clinical Note Generation from Doctor-Patient Conversations through Semantic Partition-Oriented Summarization. KSE (2023)
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)
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) (2022)
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)
Hoang-Quynh Le, Duy-Cat Can, Nigel Collier
Exploiting document graphs for inter sentence relation extraction. J. Biomed. Semant. 13 (1) (2022)
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)
Nguyen Tran Ngoc Linh, 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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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) (2018)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)