Hoang-Quynh Le

Orcid: 0000-0002-1778-0600

According to our database1, Hoang-Quynh Le authored at least 40 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning.
CoRR, 2024

Overview of the VLSP 2023 - ComOM Shared Task: A Data Challenge for Comparative Opinion Mining from Vietnamese Product Reviews.
CoRR, 2024

EfficientRec an unlimited user-item scale recommendation system based on clustering and users interaction embedding profile.
CoRR, 2024

Zero-cost Transition to Multi-document Processing in Summarization with Multi-Channel Attention.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Bundle Recommendation with Item-Level Causation-Enhanced Multi-view Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

Continual Learning Based on Task Masking for Multi-domain Recommendation.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2024

Enhancing Deepfake Detection Through Innovative Data Augmentation Strategies and Frame-Based Deep Learning Architecture.
Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 2024

2023
Overview of the VLSP 2022 - Abmusu Shared Task: A Data Challenge for Vietnamese Abstractive Multi-document Summarization.
CoRR, 2023

FOREcaST: Improving Extreme Weather Forecasts with Deep Neural Decision Forest for Climate Change Adaptation.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Enhancing Clinical Note Generation from Doctor-Patient Conversations through Semantic Partition-Oriented Summarization.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

HHMC: A Heterogeneous x Homogeneous Graph-Based Network for Multimodal Cross-Selling Recommendation.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Enhancing Aspect-Based Sentiment Analysis with Contextualized Window Attention Mechanism.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Contrastive Hierarchical Discourse Graph for Vietnamese Extractive Multi-Document Summarization.
Proceedings of the International Conference on Asian Language Processing, 2023

UETCorn at MEDIQA-Sum 2023: Template-based Summarization for Clinical Note Generation from Doctor-Patient Conversation.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

GIFT4Rec: An Effective Side Information Fusion Technique Apply to Graph Neural Network for Cold-Start Recommendation.
Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

Integrating Ontology-Based Knowledge to Improve Biomedical Multi-Document Summarization Model.
Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2022
VLSP 2022 Abmusu Task Dataset: A Resource for Vietnamese Abstractive Multi-Document Summarization.
Int. J. Asian Lang. Process., 2022

Exploiting document graphs for inter sentence relation extraction.
J. Biomed. Semant., 2022

EfficientRec: An Unlimited User Scale Recommendation System Based on Clustering and User's Interaction Embedding Profile.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021
Attention-Based Deep Learning Model for Aspect Classification on Vietnamese E-commerce Data.
Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

Models Distillation with Lifelong Deep Learning for Vietnamese Biomedical Named Entity Recognition.
Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

A Hybrid Multi-answer Summarization Model for the Biomedical Question-Answering System.
Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

An incremental ensemble learning system for Vietnamese e-commerce product classification.
Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

Aspect-Based Sentiment Analysis Using Mini-Window Locating Attention for Vietnamese E-commerce Reviews.
Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

THANOS: The Aspect Classification Model for Imbalanced Vietnamese E-commerce Review Data.
Proceedings of the International Conference on Asian Language Processing, 2021

UETfishes at MEDIQA 2021: Standing-on-the-Shoulders-of-Giants Model for Abstractive Multi-answer Summarization.
Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

Detection of Distributed Denial of Service Attacks Using Automatic Feature Selection with Enhancement for Imbalance Dataset.
Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020
A Targeted Topic Model based Multi-Label Deep Learning Classification Framework for Aspect-based Opinion Mining.
Proceedings of the 12th International Conference on Knowledge and Systems Engineering, 2020

2019
A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Improving Semantic Relation Extraction System with Compositional Dependency Unit on Enriched Shortest Dependency Path.
Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

2018
D3NER: biomedical named entity recognition using CRF-biLSTM improved with fine-tuned embeddings of various linguistic information.
Bioinform., 2018

Large-scale Exploration of Neural Relation Classification Architectures.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017
Improving chemical-induced disease relation extraction with learned features based on convolutional neural network.
Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

2016
Sieve-based coreference resolution enhances semi-supervised learning model for chemical-induced disease relation extraction.
Database J. Biol. Databases Curation, 2016

An Experimental Study on Cholera Modeling in Hanoi.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015
A Method for Building a Labeled Named Entity Recognition Corpus Using Ontologies.
Proceedings of the Advanced Computational Methods for Knowledge Engineering - Proceedings of 3rd International Conference on Computer Science, Applied Mathematics and Applications, 2015

2013
Exploring a Probabilistic Earley Parser for Event Composition in Biomedical Texts.
Proceedings of the BioNLP Shared Task 2013 Workshop, Sofia, 2013

2012
A Hybrid Approach to Finding Phenotype Candidates in Genetic Texts.
Proceedings of the COLING 2012, 2012

2011
An Integrated Approach Using Conditional Random Fields for Named Entity Recognition and Person Property Extraction in Vietnamese Text.
Proceedings of the International Conference on Asian Language Processing, 2011

2010
Automatic Named Entity Set Expansion Using Semantic Rules and Wrappers for Unary Relations.
Proceedings of the International Conference on Asian Language Processing, 2010


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