PUBLICATIONS

Selected Papers

<2024>

[SCIE] Laith H. Baniata, Sangwoo Kang(Corresponding Author), (2024.03), "Switching Self-Attention Text Classification Model with Innovative Reverse Positional Encoding for Right-To-Left Languages: A Focus on Arabic Dialects," Mathematics, Vol.12(05), IF2.4 (Q1)

[SCIE] Laith H. Baniata, Sangwoo Kang(Corresponding Author), Mohammad A. Alsharaiah, Mohammad H. Baniata, (2024.03), "Advanced Deep Learning Model for Predicting Academic Performance in Students at Educational Institutions," Applied Sciences, Vol.14(05), IF2.7 (Q2)

[SCIE] Eunseok Yoo, Gyunyeop Kim, Sangwoo Kang(Corresponding Author), (2024.02), "Summary-Sentence Level Hierarchical Supervision for Re-ranking Model of Two-Stage Abstractive Summarization Framework," Mathematics, Vol.12(04), IF2.4 (Q1)

[SCIE] Laith H. Baniata, Sangwoo Kang(Corresponding Author), (2024.01), "Switch-Transformer Sentiment Analysis Model for Arabic Dialects That Utilizes a Mixture of Experts Mechanism," Mathematics, Vol.12(02), IF2.4 (Q1)

<2023>

[KCI] Eunseok Yoo, Gyunyeop Kim, Sangwoo Kang(Corresponding Author) (2023.12), “Dense Passage Retrieval for Open Domain Q&A Using Teacher-free Knowledge Distillation,” KIISE Transactions on Computing Practices, Vol.29(12), (in Korean)

[SCIE] Laith H. Baniata, Sangwoo Kang(Corresponding Author), (2023.12), "Transformer Text Classification Model for Arabic Dialects that Utilizes Inductive Transfer," Mathematics, Vol.11(24), IF2.4 (Q1)

[KCI] Eunseo Jeong, Gyunyeop Kim, Sangwoo Kang(Corresponding Author) (2023.11), “Vision-Language Model with Multimodal Alignment using Variational AutoEncoder and Contrastive Learning,” KIISE Transactions on Computing Practices, Vol.29(11), (in Korean)

[SCIE] Gyunyeop Kim, Joon Yoo(Co-corresponding Author), Sangwoo Kang(Co-corresponding Author), (2023.10), "Efficient Federated Learning with Pre-Trained Large Language Model Using Several Adapter Mechanisms," Mathematics, Vol.11(21), IF2.4 (Q1)

[KCI] Seungsoo Lee, Sangwoo Kang(Corresponding Author), (2023.09), "Empirical Study for Automatic Evaluation of Abstractive Summarization by Error-Types," Korean Journal of Cognitive Science, Vol.34(3), (in Korean)

[SCIE] Yoonseok Heo, Sangwoo Kang(Co-corresponding Author), Jungyun Seo, (2023.09), "Natural Language driven Multimodal Representation Learning for Audio-visual Scene-aware Dialog System," Sensors , Vol.23(18), IF3.9 (Q2)

[SCIE] Yoonseok Heo, Sangwoo Kang(Corresponding Author), (2023.08), "A Simple Framework for Scene Graph Reasoning with Semantic Understanding of Complex Sentence Structure," Mathematics, Vol.11(17), IF2.4 (Q1)

[SCIE] Yunho Mo, Joon Yoo(Co-corresponding Author), Sangwoo Kang(Co-corresponding Author), (2023.07), "Parameter-efficient Fine-tuning Method for Task-oriented Dialogue," Mathematics, Vol.11(14), IF2.4 (Q1)

[KCI] Yunho Mo, Sangwoo Kang(Corresponding Author), (2023.06) "Adapter-based Learning Methods for Task-oriented Dialogue Systems," Journal of Digital Contents Society, Vol.24(6), (in Korean)

[SCIE] Eunseo Jeong, Gyunyeop Kim, Sangwoo Kang (Correspoding Author), (2023.06), "Multimodal Prompt Learning in Emotion Recognition using Context and Audio Information," Mathematics, Vol.11(13), IF2.592 (Q1)

<2022>

[SCIE] Juae Kim, Yejin Kim, Sangwoo Kang(Corresponding Author), (2022.12), "Weakly labeled data augmentation for social media named entity recognition," Expert Systems with Applications, Vol.209(15), IF8.665 (Q1)

[SCIE] Laith H. Baniata, Sangwoo Kang(Corresponding Author), Isaac. K. E. Ampomah, (2022.10), "A Reverse Positional Encoding Multi-Head Attention-Based Neural Machine Translation Model for Arabic Dialects," Mathematics, Vol.10(19), IF2.592 (Q1)

[SCIE] Gyunyeop Kim, Sangwoo Kang(Corresponding Author), (2022.03), "Effective Transfer Learning with Label-Based Discriminative Feature Learning," Sensors, Vol.22(5), IF3.576 (Q2)

[KCI] Gyunyeop Kim, Sangwoo Kang(Corresponding Author), (2022.03), “Effective Transfer Learning in Text Classification with the Label-Based Discriminative Feature,” Journal of KIISE: Software and Applications, Vol.49(3), (in Korean)

[Conf.] Yoonseok Heo, Gyunyeop Kim, Eunseok Yoo, Seungsoo Lee, Eunseo Jeong, Sangwoo Kang, (2022.02), "Interpretable Multimodal Dialogue System with Natural Language-Based Multimodal Integration," Proceeding of the AAAI 2022.

<2021>

[KCI] Kyoungchul Cho, Yoonseok Heo, Sangwoo Kang(Corresponding Author), (2021.04), “Korean dependency parsing based on sequence labeling using Korean eojeol features,” Journal of Korean Institute of Next Generation Computing, Vol.12(2), (in Korean)

[SCIE] Juae Kim, Yejin Kim, Sangwoo Kang(Corresponding Author), Junyun Seo, (2021.3), "Adaptive Named Entity Recognition Using Distant Supervision for Contemporary Written Texts," IEEE Access, Vol.9, IF3.745 (Q1)

[SCIE] Yunyeong Yang, Sangwoo Kang(Corresponding Author), (2020.12), "Common Sense-Based Reasoning Using External Knowledge for Question Answering," IEEE Access, Vol.8, IF3.745 (Q1)

 <2020>

[KCI] Yoonseok Heo, Sangwoo Kang(Corresponding Author), Jungyun Seo, (2020.06), “Korean Natural Language Generation Using LSTM-based Language Model for Task-Oriented Spoken Dialogue System,” Journal of Korean Institute of Next Generation Computing, Vol.16(3), (in Korean)

[SCIE] Yoonseok Heo, Sangwoo Kang(Corresponding Author), Jungyun Seo, (2020.01), "Hybrid Sense Classification Method for Large-scale Word Sense Disambiguation," IEEE Access, Vol.8, IF4.098 (Q1)

[SCIE] Yunyeong Yang, Sangwoo Kang(Corresponding Author), Jungyun Seo, (2020.01), "Improved Machine Reading Comprehension Using Data Validation For Weakly Labeled Data," IEEE Access, Vol.8, IF4.098 (Q1)

<2019>

[SCIE] Yoonseok Heo, Sangwoo Kang(Corresponding Author), Jungyun Seo, (2019.04), "Multi-modal Neural Machine Translation with Weakly Labeled Images," IEEE Access, Vol.7, IF3.557 (Q1)

[SCIE] Youngmin Park, Sangwoo Kang(Corresponding Author), (2019.01), "Natural Language Generation using Dependency Tree Decoding for Spoken Dialog Systems," IEEE Access, Vol.7, IF3.557 (Q1)

<2018>

[SCIE] Youngmin Park, Sangwoo Kang(Corresponding Author), Jungyun Seo, (2018.05), "An Efficient Framework for Development of Task-Oriented Dialog Systems in a Smart Home Environment," Sensors, Vol.18(5), IF2.677 (Q1)

[KCI] Sangwoo Kang (2017.04), “Graph-Based Word Sense Disambiguation Using Iterative Approach,” Journal of Korean Institute of Next Generation Computing, Vol.13(2), (in Korean) 

<2017>

[KCI] Sunjea Kwon, Juae Kim, Sangwoo Kang(Corresponding Author), Jungyun Seo, (2017.04) “An Attention Method-based Deep Learning Encoder for the Sentiment Classification of Documents,” KIISE Transactions on Computing Practices, Vol.23(4), (in Korean)

<2016>

[KCI] Youngmin Park, Yejin Kim, Sangwoo Kang(Corresponding Author), Jungyun Seo, (2016.03), “Automatic Training Corpus Generation Method of Named Entity Recognition Using Knowledge-Bases," Korean Journal of Cognitive Science, Vol.27(1), (in Korean)

[SCIE] Youngmin Park, Sangwoo Kang(corresponding author), Jungyun Seo, (2016.01), “Information Extraction Using Distant Supervision and Semantic Similarities,” Advances in Electrical and Computer Engineering. IF0.529 (Q4)

[KCI] Sunjae Kwon, Juae Kim, Sangwoo Kang(Corresponding Author), Jungyun Seo, (2016.10), “Korean cQA system using Multiple Machine Learning Method,” Korean Journal of Cognitive Science, Vol.43(10), (in Korean)

<<~2015>>

[KCI] Dongsuk Oh, Sangwoo Kang(Corresponding Author), Jungyun Seo, (2015), “An Iterative Approach to Subgraph-Based Word Sense Disambiguation Using Word2Vec,” Korean Journal of Cognitive Science, Vol.27(1), (in Korean)

[KCI] Soyun Jeong, Youngmin Park, Sangwoo Kang(Corresponding Author), Jungyun Seo, (2015), “Entity Linking For Tweets Using User Model and Real-time News Stream,”  Korean Journal of Cognitive Science, Vol.26(4), pp.377-394, (in Korean)

[SCIE] Sangwoo Kang, Harksoo Kim, Hyun-Kyu Kang, Jungyun Seo, (2014), “Lightweight Morphological Analysis Model for Smart Home Applications Based on Natural Language Interfaces,” International Journal of Distributed Sensor Networks, Vol.2014, Article ID 570634, pp.53-56

[SCIE] Sangwoo Kang, Jungyun Seo, (2014), “Two-phase reanalysis model for understanding user intention,” Pattern Recognition Letters, Vol.42, pp.35-39

[SCIE] Sangwoo Kang, Ji-Hwan Kim, Jungyun Seo, (2014), “Post-error Correction in Automatic Speech Recognition Using Discourse Information,” Advances in Electrical and Computer Engineering, Vol.14(2), pp.53-56

[SCIE] Sangwoo Kang, Youngjoong Ko, Jungyun Seo, (2013), “Hierarchical speech-act classification for discourse analysis,” Pattern Recognition Letters, Vol.34(10), pp.1119-1124

[SCIE] Sangwoo Kang, Youngjoong Ko, Jungyun Seo, (2013), “A dialogue management system using a corpus-based framework and a dynamic dialogue transition model,” AI communications, Vol.26(2), pp.145-159

[KCI] Sangwoo Kang, Jungyun Seo, (2013), “An Integrated Model using Re-training Method for the Understanding of User Intention in a Dialogue System,” Journal of KIISE: Software and Applications, Vol.40(9), pp.519-525, (in Korean)

[KCI] Sangwoo Kang, Jeachul Yang, Jungyun Seo, (2013), “Light Weight Korean Morphological Analysis Using Left-longest-match-preference model and Hidden Markov Model,” Korean Journal of Cognitive Science, Vol.24(2), pp.95-109, (in Korean)

[SCIE] Sangwoo Kang, Youngjoong Ko, Jungyun Seo, (2012), “Generating Effective Responses for a Plan-based Dialogue System in Human-Robot Interaction,” INFORMATION - An International Interdisciplinary Journal, International Information Institute, Vol.15(2), pp.949-960

[SCIE] Sangwoo Kang, Harksoo Kim, Jungyun Seo, (2010), “A reliable multidomain model for speech act classification,” Pattern Recognition Letters, Vol.31(1), pp.71-74

[KCI] Sangwoo Kang, Hongmin Park, Jungyun Seo, (2010), “Emotion Classification of User's Utterance for a Dialogue System,” Korean Journal of Cognitive Science, Vol.21(4), pp.459-480, (in Korean)

[KCI] Choong-Nyoung Seon, Sangwoo Kang(Corresponding Author), Jungyun Seo, (2010), “Automatic Recognition and Normalization System of Korean Time Expression using the individual time units,” Korean Journal of Cognitive Science, Vol.21(4), pp.447-458. (in Korean)

[Scopus] Sangwoo kang, Sungwook Lee, Jungyun Seo, (2009), “Dialogue Strategies to Overcome Speech Recognition Errors in Form-Filling Dialogue,” Lecture Note in Artificial Intelligence,” Vol.5459, pp.282-289

[KCI] Sangwoo Kang, Youngjoong Ko, Jungyun Seo, (2008), “Using Plan Recognition and a Discourse Stack for Effective Response Generation in a Dialogue System,” Korean Journal of Cognitive Science, Vol.19(2), pp.107-123. (in Korean)

[KCI] Sangwoo Kang, Songwook Lee, Jungyun Seo, (2006), “Dialogue Strategies to Overcome Speech Recognition Errors in Form-Filling Dialogue,” Korean Journal of Cognitive Science, Vol.17(2), pp.139-150. (in Korean) 

Patents