2025
LLM-Description-Based Novel Relation Detection Framework for Open Relation Extraction
S.-Y. Kim, G.-M. Park, and S.-B. Park
Proceedings of Korean Software Congress 2025, pp. 510-512, 2025. (in Korean)
Selective Adapter Integration for Efficient Knowledge Transfer in Continual Learning
E.-J. Park, G.-M. Park, and S.-B. Park
Proceedings of Korean Software Congress 2025, pp. 507-509, 2025. (in Korean)
An Analysis on Performance Comparison between Decoder-only and Sequence-to-Sequence Language Models in Generative NER Task
J.-H. Park and S.-B. Park
Proceedings of the 37nd Annual Conference on Human and Cognitive Language Technology, pp. 552-557, 2025. (in Korean)
2024
Enhancing Performance of Cross-lingual Language Model by Advantage Actor-Critic
Y.-J. Hai and S.-B. Park
Proceedings of Korean Software Congress 2024, pp. 540-542, 2024.
Enhancing Question Generation with LoRA-based Two-stage Training
G.-M. Park, C.-S. Hong, and S.-B. Park
Proceedings of Korean Software Congress 2024, pp. 564-566, 2024. (in Korean)
Improving VQA Performance with Clarifying Questions and Resolving Ambiguous Object References
Y.-J.Sung, G.-M. Park, and S.-B. Park
Proceedings of Korean Software Congress 2024, pp. 468-470, 2024. (in Korean)
Improving Schema Alignment for Closed-Domain Text-to-Data Information Extraction with Generative Language Model
W.-J.Kim, G.-M. Park, and S.-B. Park
Proceedings of Korean Software Congress 2024, pp. 567-569, 2024. (in Korean)
HTML Table Question Answering Model utilizing Special Token for Table Comprehension
M.-S. Yang, C.-S. Hong, and S.-B. Park
Proceedings of Korean Software Congress 2024, pp. 549-551, 2024. (in Korean)
A Comparative Study on the Tokenization Strategies for Korean Standard-Dialect Translation
J.-H. Park, C.-S. Hong, and S.-B. Park
Proceedings of Korea Computer Congress 2024, pp. 453-455, 2024. (in Korean)
2023
Domain Continual Learning Method without Domain Identification for Task-Oriented Dialogue Systems
J.-B.Lee, S.-E. Kim, and S.-B. Park
Proceedings of Korean Software Congress 2023, pp. 976-978, 2023. (in Korean)
Post-training Method for Large Language Model to Enhance Question Generation
S.-E. Kim, M.-S.Yang, C.-S. Hong, and S.-B. Park
Proceedings of Korean Software Congress 2023, pp. 419-421, 2023. (in Korean)
Focal Loss for Sequence Generation to avoid generic answer generation
S.-E. Kim, C.-S. Hong, and S.-B. Park
Proceedings of Korea Computer Congress 2023, pp. 355-357, 2023. (in Korean)
Low-Rank Adaptation of Large Language Model for Question Generation
G.-M. Park, C.-S. Hong, and S.-B. Park
Proceedings of Korea Computer Congress 2023, pp. 394-396, 2023. (in Korean)
Transformer Adapter-Attention based Continual Learning Method for Response Generator
J.-B. Lee, C.-S. Hong, and S.-B. Park
Proceedings of Korea Computer Congress 2023, pp. 358-360, 2023. (in Korean)
2022
Post-Training Methods for Improving Performance of Document Summary Model
S.-E. Hong, B.-M. Kim, S.-E. Kim, G.-M. Park, C.-S. Hong, and S.-B. Park
Proceedings of Korean Software Congress 2022, pp. 392-394, 2022. (in Korean)
Triple Embedding Model for Calculating Similarity between a Sentence and a Triple
E.-J. Park, B.-M. Kim, S.-E. Kim, S.-W. Kim, C.-S. Hong, and S.-B. Park
Proceedings of Korean Software Congress 2022, pp. 398-400, 2022. (in Korean)
Speech Recognition Model Ensemble Using Language Models
H.-J. Ok, C.-S. Hong, and S.-B. Park
Proceedings of Korean Software Congress 2022, pp. 395-397, 2022. (in Korean)
A Method of Retrieving High-Quality Candidate Responses for Dialogue Generation
B.-M. Kim, C.-S. Hong, and S.-B. Park
Proceedings of Korea Computer Congress 2022, pp. 383-385, 2022. (in Korean)
Improving Performance of Korean Domain Question Generation Language Model through Sentence Extraction Post-Training
S.-E. Hong and S.-B. Park
Proceedings of Korea Computer Congress 2022, pp. 2018-2020, 2022. (in Korean)
Continual Learning based on Memory Replay Utilizing Class Representative and Class Boundary Data
J.-B. Lee, C.-S. Hong, and S.-B. Park
Proceedings of Korea Computer Congress 2022, pp. 969-971, 2022. (in Korean)
2021
Contextual Knowledge Distillation for Task-Specific Model Compression
B.-M. Kim, C.-S. Hong. and S.-B. Park
Proceedings of Korean Software Congress 2021, pp. 798-800, 2021. (in Korean)
Sentence Compression based on Sentence Scoring Reflecting Linguistic Information
J.-B. Lee, S.-E. Kim, and S.-B. Park
Proceedings of KIPS Spring Conference, pp. 389-392, 2021. (in Korean)
Hate Speech Detection Model using Noise Self-training
Y.-S. Lim, B.-M. Kim, C.-S. Hong, and S.-B. Park
Proceedings of Korea Computer Congress 2021, pp. 376-378, 2021. (in Korean)
Open-Domain Dialogue Model using Single-Domain Dialogue Model with Continual Learning
H.-J. Park, C.-S. Hong, and S.-B. Park
Proceedings of Korea Computer Congress 2021, pp. 409-411, 2021. (in Korean)
Response-Considered Query Token Importance Weight Calculator for Dialogue Generator
S.-E. Kim and S.-B. Park
Proceedings of Korea Computer Congress 2021, pp. 370-372, 2021. (in Korean)
The Study on Korean Single Document Summarization Using Pre-trained Language Models
S.-G. Kwon, Y.-S. Lim, and S.-B. Park
Proceedings of Korea Computer Congress 2021, pp. 379-381, 2021. (in Korean)
Continual Learning with Mimicking Human Memory System For Multi-domain Response Generator
J.-B. Lee, H.-J. Park, H.-J. Song, and S.-B. Park
Proceedings of the 33nd Annual Conference on Human and Cognitive Language Technology, pp. 548-553, 2021. (in Korean)
Transfer Learning-based Multi-Modal Fusion Answer Selection Model for Video Question Answering System
G.-M. Park and S.-B. Park
Proceedings of the 33nd Annual Conference on Human and Cognitive Language Technology, pp. 548-553, 2021. (in Korean)
2020
A Query-aware Dialog Model for Open-domain Dialog
Y.-S. Lim, S.-E. Kim, B.-M. Kim, H.-J. Jung, and S.-B. Park
Proceedings of the 32nd Annual Conference on Human and Cognitive Language Technology, pp. 274-279, 2020. (in Korean)
Neural Question Difficulty Estimator with Bi-directional Attention in VideoQA
S.-H. Yoon and S.-B. Park
Proceedings of the 32nd Annual Conference on Human and Cognitive Language Technology, pp. 501-506, 2020. (in Korean)
Financial Word and Label Representation Method for Financial Word Classification
S.-H. Yoon, S.-B. Park, and H.-J. Song
Proceedings of Korea Computer Congress 2020, pp. 356-358, 2020. (in Korean)
Korean Sentence Compression Based on Unsupervised Learning Leveraging Bert
S.-E. Kim, J.-B. Lee, and S.-B. Park
Proceedings of Korea Computer Congress 2020, pp. 425-427, 2020. (in Korean)
Model of Chatbot Answers by Language Style and Sentiment Analysis
B.-M. Kim and S.-B. Park
Proceedings of Korea Computer Congress 2020, pp. 1480-1482, 2020. (in Korean)
2019
Multiple Answer Selection for Video Question Answering System
G.-M. Park, S.-B. Park, and A.-Y. Kim
Proceedings of Korean Computer Congress 2019, pp. 359-361, 2019. (in Korean)
Pattern Retrieval-based Korean Chit-Chat Dialogue Generation
H.-J. Park and S.-B. Park
Proceedings of Korean Computer Congress 2019, pp. 404-406, 2019. (in Korean)
Graph Attention-based Multi-channel Convolutional Neural Network for Knowledge Graph Completion
Y.-S. Lim and S.-B. Park
Proceedings of Korean Computer Congress 2019, pp. 1415-1417, 2019. (in Korean)
Keyphrases Extraction from Research Papers using PMI and Selectivity
J.-B. Lee and S.-B. Park
Proceedings of Korean Computer Congress 2019, pp. 1418-1420, 2019. (in Korean)
Improved Performance of Sentence Classification by Using Out-Of-Vocabulary Inference Technique
S.-S. Park, A.-Y. Kim, S.-B. Park, and S.-Y. Park
Proceedings of Korea Computer Congress 2019, pp. 560-562, 2019. (in Korean)
2018
Improving Neural Dialog Understanding with Text Chunking
S.-H. Yun and S.-B. Park
Proceedings of Korean Software Congress 2018, pp. 1780-1782, 2018. (in Korean)
Multi-Decoder Conversational Model for Generating Robust Response Based on Denoising Mechanism
T.-H. Kim, S.-B. Park, and S.-Y. Park
Proceedings of the 30th Annual Conference on Human and Cognitive Language Technology, pp. 141-146, 2018. (in Korean)
RNN Based Natural Language Sentence Generation from a Knowledge Graph and Keyword Sequence
S.-G. Kwon, Y.-S. Noh, S.-J. Choi, and S.-Y. Park
Proceedings of the 30th Annual Conference on Human and Cognitive Language Technology, pp. 425-429, 2018. (in Korean)
Clustering of news articles using four multi-view features
J.-H. Kim, W.-Y. Choi, and S.-B. Park
Proceedings of Korea Computer Congress 2018, pp. 658-660, 2018. (in Korean)
Multi-view Spectral Clustering for news articles
S.-S. Park, J.-W. Shin, S.-Y. Park, and S.-B. Park
Proceedings of Korea Computer Congress 2018, pp. 675-677, 2018. (in Korean)
Fake News Detection Using External Information on Social Media
U.-J. Jeong, S.-G. Kwon, S.-J. Choi, S.-Y. Park, and S.-J. Lee
Proceedings of Korea Computer Congress 2018, pp. 950-952, 2018. (in Korean)