Selected publications

2022

- Y.-S. Lim, E.-J. Park, H.-J. Song, and S.-B. Park, "A Non-Autoregressive Neural Machine Translation Model with Iterative Length Update of Target Sentence," IEEE Access, Vol. 10, pp. 43341-43350, 2022. (SCIE) (https://doi.org/10.1109/ACCESS.2022.3169419)

2021

- H.-J. Song*, S.-H Yoon*, and S.-B. Park, "Question Difficulty Estimation based on Attention Model for Question Answering," Applied Sciences, 2021. (SCIE) (* equally contributed) (https://doi.org/10.3390/app112412023)

2020

- S. Moon,  H.-J. Song,  V. D. Sharma, K. E. Lyons, R. Pahwa, A. E. Akinwuntan, and H. Devos, "Classification of Parkinson’s disease and essential tremor based on gait and balance characteristics from wearable motion sensors via machine learning techniques: A data-driven approach," Journal of NeuroEngineering and Rehabilitation, Vol. 17, 2020. (SCIE) (https://doi.org/10.1186/s12984-020-00756-5)

- H.-J. Song, A.-Y. Kim, and S.-B. Park, "Learning Translation-based Knowledge Graph Embeddings by N-pair Translation Loss," Applied Sciences, 2020. (SCIE) (https://doi.org/10.3390/app10113964)

- Y. Noh, Y. Shin, J. Park, A-Y. Kim, S. J. Choi, H.-J. Song, S.-B. Park, and S. Park,"WIRE: An Automated Report Generation System using Topical and Temporal Summarization," In Proceedings of the 43th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), PP. 2169-2172, 2020. (Demo) (https://doi.org/10.1145/3397271.3401409)

- S. J. Choi, H.-J. Song, and S.-B. Park, "An Approach to Knowledge Base Completion by a Committee-based Knowledge Graph Embedding," Applied Sciences, 2020. (SCIE) (https://doi.org/10.3390/app10082651)

- S. Moon, P. Ahmadnezhad, H.-J. Song, J. Thompson, K. Kipp, A. E. Akinwuntan, and H. Devos, "Artificial neural networks in neurorehabilitation: A scoping review," NeuroRehabilitation, Vol. 46, No. 3, PP. 259-269, 2020. (SCIE) (https://doi.org/10.3233/NRE-192996) 

- H.-J. Song and S.-B. Park, "Korean Part-of-Speech Tagging based on Morpheme Generation," ACM Transactions on Asian and Low-Resource Language Information Processing, Vol. 19, No. 3, 2020. (SCIE) (https://doi.org/10.1145/3373608)

2019

- H.-J. Song and S.-B. Park, "Korean Morphological Analysis with Tied Sequence-to-Sequence Multi-Task Model," In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), pp. 1436-1441, 2019. (Short paper, acceptance rate: 20.5%)

2018

- H.-J. Song and S.-B. Park, "Identifying Intention Posts in Discussion Forums Using Multi-Instance Learning and Multiple Sources Transfer Learning," Soft Computing, Vol. 22, No. 24, pp. 8107-8118, 2018. (SCIE: IF = 2.367) (https://doi.org/10.1007/s00500-017-2755-8)

- H.-J. Song and S.-B. Park, "Enriching Translation-based Knowledge Graph Embeddings through Continual Learning," IEEE Access, Vol. 6, pp. 60489-60497, 2018. (SCIE: IF = 3.557) (https://doi.org/10.1109/ACCESS.2018.2874656)

- A.-Y. Kim, H.-J. Song, and S.-B. Park, "A Two-Step Neural Dialog State Tracker for Task-Oriented Dialog Processing," Computational Intelligence and Neuroscience, Vol. 2018, Article ID 5798684, 2018. (SCIE) (https://doi.org/10.1155/2018/5798684)

- J. Lee, H.-J. Song, E. Yoon, S.-B. Park, S.-H. Park, J.-W. Seo, P. Park, and J. Choi, "Automated extraction of Biomarker information from pathology reports," BMC Medical Informatics and Decision Making, Vol. 18, No. 1, 2018. (SCIE: IF = 2.134) (https://doi.org/10.1186/s12911-018-0609-7)

- H.-J. Song and S.-B. Park, "An Adapted Surrogate Kernel for Classification under Covariate Shift," Applied Soft Computing, Vol. 69, pp. 435-442, 2018. (SCIE: IF = 3.907) (https://doi.org/10.1016/j.asoc.2018.04.060)

2017

- H.-J. Song, A.-Y. Kim, and S.-B. Park, "Translation of Natural Language Query Into Keyword Query Using a RNN Encoder-Decoder," In Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 965-968, 2017. (Short paper, acceptance rate: 30.4%)

- H.-J. Song, J. Go, S.-B. Park, S.-Y. Park, and K.-Y. Kim, "A Just-In-Time Keyword Extraction from Meeting Transcripts Using Temporal and Participant Information," Journal of Intelligent Information Systems, Vol. 48, No. 1, pp. 117-140, 2017. (SCIE: IF = 1.000) (http://dx.doi.org/10.1007/s10844-015-0391-2)

2016

- S. J. Choi, H.-J. Song, H.-G. Yoon, S.-B. Park, and S.-Y. Park, "A Re-ranking Model for Accurate Knowledge Base Completion with Knowledge Base Schema and Web Statistic," In Proceedings of IEEE Congress on Evolutionary Computation, pp. 4958-4964, 2016.

- H.-G. Yoon, H.-J. Song, S.-B. Park, and S.-Y. Park, "A Translation-Based Knowledge Graph Embedding Preserving Logical Property of Relations," In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL), pp. 907-916, 2016. (Long paper, acceptance rate: 25%)

2015 and Earlier

- A.-Y. Kim, H.-J. Song, S.-B. Park, and S.-J. Lee, "A Re-ranking Model for Dependency Parsing with Knowledge Graph Embeddings," In Proceedings of the International Conference on Asian Language Processing, pp. 177-180, 2015.

- H.-J. Song, S.-B. Park, and S.-Y. Park, "Computation of Program Source Code Similarity by Composition of Parse Tree and Call Graph," Mathematical Problems in Engineering. Vol. 2015, pp. 1-12, 2015. (SCIE: IF = 1.082)

- A.-Y. Kim, H.-J. Song, S.-B. Park, and S.-J. Lee, "Device-Dependent Readability for Improved Text Understanding," In Proceedings of the International Conference on Empirical Methods on Natural Language Processing (EMNLP), pp. 1396-1404, 2014. (Long paper, acceptance rate: 28.4%)

- H.-G. Yoon, H.-J. Song, S.-B. Park, and K.-Y. Kim, "A Personalized News Recommendation Using User Location and News Contents," Applied Mathematics & Information Sciences. Vol. 9, No. 2L, pp. 439-449. 2015. (SCIE: IF = 1.232)

- S. J. Choi, H.-J. Song, S.-B. Park, and S.-J. Lee, "A POI Categorization by Composition of Onomastic and Contextual Information," In Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence, pp. 38-45, 2014.

- J.-W. Son, T.-G. Noh, H.-J. Song, and S.-B. Park, "An Application for Plagiarized Source Code Detection Based on a Parse Tree Kernel," Engineering Applications of Artificial Intelligence. Vol 26, No. 8, pp. 1911-1918, 2013. (SCIE: IF = 1.665) (http://dx.doi.org/10.1016/j.engappai.2013.06.007)

- H.-J. Song, J.-W. Son, and S.-B. Park, "Identifying User Attributes through non-i.i.d. Multi-Instance Learning," In Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pp. 1467-1468, 2013. (Poster paper, acceptance rate: 36%)

- H.-J. Song, J. Go, S.-B. Park, and S.-Y. Park, "A Just-In-Time Keyword Extraction from Meeting Transcripts," In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL), pp. 888–896, 2013. (Long paper, acceptance rate: 30.0%)

- J.-W. Son, Y.-S. Noh, H.-J. Song, and S.-B. Park, "Location Comparison Through Geographical Topics," In Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence, pp. 311-318, 2012. (Long paper, acceptance rate: 39.1%)

- H.-J. Song, J.-W. Son, T.-G. Noh, S.-B. Park, and S.-J. Lee, "A Cost Sensitive Part-of-Speech Tagging: Differentiating Serious Errors from Minor Errors," In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL), pp. 1025-1034, 2012. (Long paper, acceptance rate: 19%)

- J.-W. Son, S.-B. Park, and H.-J. Song, "Learning Naive Bayes Transfer Classifier Through Class-wise Test Distribution Estimation," In Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM), pp. 1729-1732, 2010. (Short paper, acceptance rate: 30.3%)

  Domestic

 - 손정우, 한용진, 송현제, 박성배, 이상조, "모바일 사용자의 개인 및 소셜 정보 추정," 정보처리학회지논문지: 소프트웨어 및 데이터 공학, Vol 2, No. 9, pp. 603-614, 2013.

 - 송현제, 박성배, 이상조, "모빌리티와 소셜 미디어 텍스트에서 사용자 프로파일 식별," 정보과학회 논문지: 컴퓨팅의 실제 및 레터, Vol 19, No. 7, pp. 393-397, 2013. (This paper is an extended and revised version of "사용자 생성 컨텐츠에서의 프로파일 식별".)

 - 송현제, 김아영, 박성배, "다중 인스턴스 기반 소셜 미디어 사용자 프로파일 식별," 정보과학회 논문지: 소프트웨어 및 응용, Vol 40, No. 4, pp. 233-240, 2013. (This paper is an extended and revised version of "다중 인스턴스 기반 사용자 프로파일 식별".)

 - 송현제, 박성배, 이상조, "사용자 생성 컨텐츠에서의 프로파일 식별," 가을 학술발표논문집, Vol. 39, No. 2(B), pp. 159-161, 2012.

 - 송현제, 김아영, 박성배, "다중 인스턴스 기반 사용자 프로파일 식별," 제 24회 한글 및 한국어 정보처리 학술대회, pp. 47-52, 2012.

 - 고준호, 손정우, 송현제, 박세영, "과거 대화 정보를 사용한 개인화된 키워드 추출," 정보과학회 논문지 : 컴퓨팅의 실제 및 레터, Vol. 18, No. 12, pp. 896-900, 2012.

 - 송현제, 노태길, 박성배, 박세영, "온톨로지 구조를 활용한 키워드 기반 질의 변환," 정보과학회 논문지: 컴퓨팅의 실제 및 레터, Vol. 15, No. 12, pp. 953-957, 2009.

Books

 - 송현제, "파이써닉한 파이썬을 익히는 간결한 안내서", 인사이트, 2022년 8월

•  Translated Python Distilled by David M. Beazley, Addison-Wesley, 2021

 - 송인철, 송현제, "파이썬 완벽 가이드", 인사이트, 2012년 3월

•  Translated Python Essential Reference (4th Edition) by David M. Beazley, Addison-Wesley, 2009

Dissertations

 - Solving Covariate Shift in Classification by Adapted Surrogate Kernel, Ph.D. Dissertation, Kyungpook National University.

 - Romanization-Korean Machine Transliteration with Combining Probabilistic Model and Web Search, M.S Dissertation, Kyungpook National University.

Patents

 - 대화 시스템에서의 의도 불분명 질의를 처리하는 방법 및 시스템, 10-2204740-00-00, (2021-01-13)

 - 검색 컨텍스트를 이용한 질의 추천 방법 및 시스템, 10-1916798-00-00, (2018-11-02)

 - 관심지점 카테고리 분류 장치 및 그 방법, 10-1548990-00-00, (2015-08-26)

 - 사용자 프로파일 생성 장치 및 그 방법, 10-1441983-00-00, (2014-09-12)