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ArticlesPeer ReviewedFull Text
Effective Transfer Learning with Label-Based Discriminative Feature Learning
Author / Creator:Kim, Gyunyeop ; Kang, Sangwoo
Publisher:Switzerland: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2022-03, Vol.22 (5), p.2025
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ArticlesPeer ReviewedFull Text
Legionella pneumophila evades host-autophagic clearance using phosphoribosyl-polyubiquitin chains
Author / Creator:Choi, Minhyeong ; Jeong, Minwoo ; Kang, Sangwoo ; Jeon, Hayoung ; Shin, Donghyuk
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2024-08, Vol.15 (1), p.7480-4, Article 7480
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ArticlesPeer ReviewedFull Text
Natural-Language-Driven Multimodal Representation Learning for Audio-Visual Scene-Aware Dialog System
Author / Creator:Heo, Yoonseok ; Kang, Sangwoo ; Seo, Jungyun
Publisher:Basel: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2023-09, Vol.23 (18), p.7875
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ArticlesPeer ReviewedFull Text
Autophagy-related (ATG) 11, ATG9 and the phosphatidylinositol 3-kinase control ATG2-mediated formation of autophagosomes in Arabidopsis
Author / Creator:Kang, Sangwoo ; Shin, Kwang Deok ; Kim, Jeong Hun ; Chung, Taijoon
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Plant cell reports, 2018-04, Vol.37 (4), p.653-664
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ArticlesPeer ReviewedFull Text
A Simple Framework for Scene Graph Reasoning with Semantic Understanding of Complex Sentence Structure
Author / Creator:Heo, Yoonseok ; Kang, Sangwoo
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2023-09, Vol.11 (17), p.3751
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ArticlesPeer ReviewedFull Text
A novel study on the bifocusing method for imaging unknown objects in two-dimensional inverse scattering problem
Author / Creator:Kang, Sangwoo ; Park, Won-Kwang
Publisher:AIMS Press
Journal title:AIMS mathematics, 2023-01, Vol.8 (11), p.27080-27112
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ArticlesPeer ReviewedFull Text
Transformer Text Classification Model for Arabic Dialects That Utilizes Inductive Transfer
Author / Creator:Baniata, Laith H. ; Kang, Sangwoo
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2023-12, Vol.11 (24), p.4960
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ArticlesPeer ReviewedFull Text
Lottery Rank-Pruning Adaptation Parameter Efficient Fine-Tuning
Author / Creator:Kim, Juhyeong ; Kim, Gyunyeop ; Kang, Sangwoo
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2024-12, Vol.12 (23), p.3744
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ArticlesPeer ReviewedFull Text
Switch-Transformer Sentiment Analysis Model for Arabic Dialects That Utilizes a Mixture of Experts Mechanism
Author / Creator:Baniata, Laith H. ; Kang, Sangwoo
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2024-01, Vol.12 (2), p.242
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ArticlesPeer ReviewedFull Text
Switching Self-Attention Text Classification Model with Innovative Reverse Positional Encoding for Right-to-Left Languages: A Focus on Arabic Dialects
Author / Creator:Baniata, Laith H. ; Kang, Sangwoo
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2024-03, Vol.12 (6), p.865
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ArticlesPeer ReviewedFull Text
Multimodal Prompt Learning in Emotion Recognition Using Context and Audio Information
Author / Creator:Jeong, Eunseo ; Kim, Gyunyeop ; Kang, Sangwoo
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2023-07, Vol.11 (13), p.2908
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ArticlesPeer ReviewedFull Text
Parameter-Efficient Fine-Tuning Method for Task-Oriented Dialogue Systems
Author / Creator:Mo, Yunho ; Yoo, Joon ; Kang, Sangwoo
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2023-07, Vol.11 (14), p.3048
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ArticlesPeer ReviewedFull Text
Efficient Federated Learning with Pre-Trained Large Language Model Using Several Adapter Mechanisms
Author / Creator:Kim, Gyunyeop ; Yoo, Joon ; Kang, Sangwoo
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2023-11, Vol.11 (21), p.4479
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ArticlesPeer ReviewedFull Text
Summary-Sentence Level Hierarchical Supervision for Re-Ranking Model of Two-Stage Abstractive Summarization Framework
Author / Creator:Yoo, Eunseok ; Kim, Gyunyeop ; Kang, Sangwoo
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2024-02, Vol.12 (4), p.521
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ArticlesPeer ReviewedFull Text
An Efficient Framework for Development of Task-Oriented Dialog Systems in a Smart Home Environment
Author / Creator:Park, Youngmin ; Kang, Sangwoo ; Seo, Jungyun
Publisher:Switzerland: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2018-05, Vol.18 (5), p.1581
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ArticlesPeer ReviewedFull Text
Investigating the Predominance of Large Language Models in Low-Resource Bangla Language over Transformer Models for Hate Speech Detection: A Comparative Analysis
Author / Creator:Faria, Fatema Tuj Johora ; Baniata, Laith H. ; Kang, Sangwoo
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2024-12, Vol.12 (23), p.3687
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ArticlesPeer ReviewedFull Text
Advanced Deep Learning Model for Predicting the Academic Performances of Students in Educational Institutions
Author / Creator:Baniata, Laith H. ; Kang, Sangwoo ; Alsharaiah, Mohammad A. ; Baniata, Mohammad H.
Publisher:Basel: MDPI AG
Journal title:Applied sciences, 2024-03, Vol.14 (5), p.1963
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ArticlesPeer ReviewedFull Text
A Reverse Positional Encoding Multi-Head Attention-Based Neural Machine Translation Model for Arabic Dialects
Author / Creator:Baniata, Laith H. ; Kang, Sangwoo ; Ampomah, Isaac. K. E.
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2022-10, Vol.10 (19), p.3666
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ArticlesPeer ReviewedFull Text
Lightweight Morphological Analysis Model for Smart Home Applications Based on Natural Language Interfaces
Author / Creator:Kang, Sangwoo ; Kim, Harksoo ; Kang, Hyun-Kyu ; Seo, Jungyun
Publisher:London, England: SAGE Publications
Journal title:International journal of distributed sensor networks, 2014-01, Vol.10 (6), p.570634
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ArticlesPeer ReviewedFull Text
Cross-Domain Document Summarization Model via Two-Stage Curriculum Learning
Author / Creator:Lee, Seungsoo ; Kim, Gyunyeop ; Kang, Sangwoo
Publisher:Basel: MDPI AG
Journal title:Electronics (Basel), 2024-09, Vol.13 (17), p.3425
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Effective Transfer Learning with Label-Based Discriminative Feature Learning

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Legionella pneumophila evades host-autophagic clearance using phosphoribosyl-polyubiquitin chains

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Natural-Language-Driven Multimodal Representation Learning for Audio-Visual Scene-Aware Dialog System

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Autophagy-related (ATG) 11, ATG9 and the phosphatidylinositol 3-kinase control ATG2-mediated formation of autophagosomes in Arabidopsis

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A Simple Framework for Scene Graph Reasoning with Semantic Understanding of Complex Sentence Structure

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A novel study on the bifocusing method for imaging unknown objects in two-dimensional inverse scattering problem

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Transformer Text Classification Model for Arabic Dialects That Utilizes Inductive Transfer

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Lottery Rank-Pruning Adaptation Parameter Efficient Fine-Tuning

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Switch-Transformer Sentiment Analysis Model for Arabic Dialects That Utilizes a Mixture of Experts Mechanism

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Switching Self-Attention Text Classification Model with Innovative Reverse Positional Encoding for Right-to-Left Languages: A Focus on Arabic Dialects

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Multimodal Prompt Learning in Emotion Recognition Using Context and Audio Information

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Parameter-Efficient Fine-Tuning Method for Task-Oriented Dialogue Systems

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Efficient Federated Learning with Pre-Trained Large Language Model Using Several Adapter Mechanisms

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Summary-Sentence Level Hierarchical Supervision for Re-Ranking Model of Two-Stage Abstractive Summarization Framework

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An Efficient Framework for Development of Task-Oriented Dialog Systems in a Smart Home Environment

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Investigating the Predominance of Large Language Models in Low-Resource Bangla Language over Transformer Models for Hate Speech Detection: A Comparative Analysis

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Advanced Deep Learning Model for Predicting the Academic Performances of Students in Educational Institutions

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A Reverse Positional Encoding Multi-Head Attention-Based Neural Machine Translation Model for Arabic Dialects

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Lightweight Morphological Analysis Model for Smart Home Applications Based on Natural Language Interfaces

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Cross-Domain Document Summarization Model via Two-Stage Curriculum Learning

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