Sangwoo Kang

Orcid: 0000-0002-0281-1726

Affiliations:
  • Gachon University, School of Computing, Seongnam, Republic of Korea
  • Sogang University, Department of Computer Science,, Seoul, Republic of Korea (PhD 2016)


According to our database1, Sangwoo Kang authored at least 29 papers between 2007 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Transformer-CTP: Current token prediction using cross-attention of queries with current position information.
Knowl. Based Syst., 2026

AG-GRPO: Answer-Guided GRPO for Masked Diffusion Language Models.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

TA-GRPO-d: Trajectory-Aware GRPO for Optimizing Denoising Trajectories in Diffusion LLMs.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025
FractalLLM: Lossless Self-Speculative Decoding with Layer Embedded Self-Compression.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Exploration-Driven Reinforcement Learning for Expert Routing Improvement in Mixture-of-Experts Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2023
Natural-Language-Driven Multimodal Representation Learning for Audio-Visual Scene-Aware Dialog System.
Sensors, September, 2023

2022
Effective Transfer Learning with Label-Based Discriminative Feature Learning.
Sensors, 2022

Weakly labeled data augmentation for social media named entity recognition.
Expert Syst. Appl., 2022

2021
Adaptive Named Entity Recognition Using Distant Supervision for Contemporary Written Texts.
IEEE Access, 2021

2020
Improved Machine Reading Comprehension Using Data Validation for Weakly Labeled Data.
IEEE Access, 2020

Common Sense-Based Reasoning Using External Knowledge for Question Answering.
IEEE Access, 2020

Hybrid Sense Classification Method for Large-Scale Word Sense Disambiguation.
IEEE Access, 2020

2019
Natural Language Generation Using Dependency Tree Decoding for Spoken Dialog Systems.
IEEE Access, 2019

Multimodal Neural Machine Translation With Weakly Labeled Images.
IEEE Access, 2019

Transfer Learning from Automatically Annotated Data for Recognizing Named Entities in Recent Generated Texts.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Augmentative and Alternative Communication System Using Information Priority and Retrieval.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

2018
An Efficient Framework for Development of Task-Oriented Dialog Systems in a Smart Home Environment.
Sensors, 2018

2017
Korea's software education initiative.
Proceedings of the 19th International Conference on Information Integration and Web-based Applications & Services, 2017

2015
Improved Entity Linking with User History and News Articles.
Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation, 2015

Dialogue Platform for Interactive Personal Assistant Software.
Proceedings of the Natural Language Dialog Systems and Intelligent Assistants, 2015

2014
Two-phase reanalysis model for understanding user intention.
Pattern Recognit. Lett., 2014

Lightweight Morphological Analysis Model for Smart Home Applications Based on Natural Language Interfaces.
Int. J. Distributed Sens. Networks, 2014

Title named entity recognition using wikipedia and abbreviation generation.
Proceedings of the International Conference on Big Data and Smart Computing, BIGCOMP 2014, 2014

2013
Hierarchical speech-act classification for discourse analysis.
Pattern Recognit. Lett., 2013

A dialogue management system using a corpus-based framework and a dynamic dialogue transition model.
AI Commun., 2013

2010
A reliable multidomain model for speech act classification.
Pattern Recognit. Lett., 2010

2009
Dialogue Strategies to Overcome Speech Recognition Errors in Form-Filling Dialogue.
Proceedings of the Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, 2009

2008
A Plan-Based Dialogue Model Using a Discourse Stack for Intelligent Human-Robot Interface Development.
Proceedings of the ALPIT 2008, 2008

2007
Speech Act Classification Based on Individual Statistical Models in a Multi-Domain.
Proceedings of the IEEE RO-MAN 2007, 2007


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