Publications
Kang, B., & Shin, Y. (2024). "Improving Low-Resource Keyphrase Generation through Unsupervised Title Phrase Generation." (accepted). (LREC-COLING, BK21 우수학술대회)
국희진, 김영화, 윤세휘, 강병하, & 신유현. (2024). "계층적 표현 및 레이블 임베딩을 활용한 국내 논문 문장 의미 분류 모델" 정보과학회논문지, 51(1), 41-48. (KCI)
Kang, B., & Shin, Y. (2023). "SAMRank: Unsupervised Keyphrase Extraction using Self-Attention Map in BERT and GPT-2." In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (pp. 10188-10201). (EMNLP, BK21 최우수학술대회)
Kang, B., Kim, Y., & Shin, Y. (2023) "An Efficient Document Retrieval for Korean Open-Domain Question Answering Based on ColBERT." Applied Sciences, 13(24), 13177. (SCIE)
Park, Y., & Shin, Y. (2023). "Gradual OCR: An Effective OCR Approach Based on Gradual Detection of Texts." Mathematics, 11(22), 4585. (SCIE)
국희진, 신유현. (2023). "효과적인 개인화 결합 방식 및 BERT를 활용한 리뷰 기반 개인화 추천시스템." 정보과학회논문지, 50(8), 646-652. (KCI)
Shin, Y. (2023). "Multi-Encoder Transformer for Korean Abstractive Text Summarization." IEEE Access, 11, 48768-48782. (SCIE)
Park, Y., & Shin, Y. (2023). "Applying Object Detection and Embedding Techniques to One-Shot Class-Incremental Multi-Label Image Classification." Applied Sciences, 13(18), 10468. (SCIE)
Park, Y., & Shin, Y. (2023). "Using Multiple Monolingual Models for Efficiently Embedding Korean and English Conversational Sentences." Applied Sciences, 13(9), 5771. (SCIE)
Park, Y., & Shin, Y. (2022). "Text Processing Education Using a Block-Based Programming Language." IEEE Access, 10, 128484-128497. (SCIE)
Park, Y., & Shin, Y. (2022). "Novel scratch programming blocks for web scraping." Electronics, 11(16), 2584. (SCIE)
Park, Y., & Shin, Y. (2022). "A Block-Based Interactive Programming Environment for Large-Scale Machine Learning Education." Applied Sciences, 12(24), 13008. (SCIE)
Park, Y., & Shin, Y. (2021). "Tooee: A novel scratch extension for K-12 big data and artificial intelligence education using text-based visual blocks." IEEE Access, 9, 149630-149646. (SCIE)
Shin, Y., & Lee, S. G. (2020). "Learning Context Using Segment-Level LSTM for Neural Sequence Labeling." IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28, 105-115. (SCIE, Q1)
Park, Y., & Shin, Y. (2019). "Comparing the effectiveness of scratch and app inventor with regard to learning computational thinking concepts." Electronics, 8(11), 1269. (SCIE)
Yoo, K. M., Shin, Y., & Lee, S. G. (2019). "Data augmentation for spoken language understanding via joint variational generation." In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 33, pp. 7402-7409). (AAAI, BK21 최우수학술대회)
Shin, Y., Yoo, K. M., & Lee, S. G. (2019). "Utterance Generation With Variational Auto-Encoder for Slot Filling in Spoken Language Understanding." IEEE Signal Processing Letters, 26(3), 505-509. (SCIE)
Shin, Y., Park, J., & Lee, S. G. (2018). "Improving the integrated experience of in-class activities and fine-grained data collection for analysis in a blended learning class." Interactive Learning Environments, 26(5), 597-612. (SSCI, Q1)
Shin, Y., Yoo, K. M., & Lee, S. G. (2018). "Slot Filling with Delexicalized Sentence Generation." In Interspeech (pp. 2082-2086).
Yoo, K. M., Shin, Y., & Lee, S. G. (2017). "Improving visually grounded sentence representations with self-attention." In Visually-Grounded Interaction and Language (ViGIL) NIPS Workshop
Shin, Y., & Lee, S. G. (2016). "Bidirectional LSTM-RNNs-CRF for named entity recognition in Korean." 한국어정보학회: 학술대회논문집, 340-341.