| | | | | | 67. | Youngjae Chang and Youngjoong Ko. Two-step Masked Language Model for Domain-adapting Multi-modal Task-oriented Dialogue Systems. IEEE/ACM Transactions on Audio, Speech and Language Processing, Vol. , pp. -, 2023. (SCIE, IF=5.4 (Top 10%), ISSN 2329-9290) [PDF] [Publisher] |
| | | | | | 66. | Choongwon Park and Youngjoong Ko. Query-Focused Summarization with the Context-Graph Information Fusion Transformer. Expert Systems With Applications, Elsevier Science, Vol. 241, pp. 122699, May 2024. (SCIE, IF=8.5 (Top 10%), ISSN 0957-4174) [PDF(free download before January 16, 2024)] [Publisher] |
| | | | | | 65. | Jinyoung Kim and Youngjoong Ko. SPACE: Senti-Prompt As Classifying Embedding for sentiment analysis. Pattern Recognition Letters, Elsevier Science, Vol. 180, pp. 62-67, April 2024. (SCIE, IF=5.1, ISSN 0167-8655) [PDF(free download before April 24, 2024)] [Publisher] |
| | | | | | 64. | Taehun Huh and Youngjoong Ko. Efficient Framework for Low-Resource Abstractive Summarization by Meta-Transfer Learning and Pointer-Generator Networks. Expert Systems With Applications, Elsevier Science, Vol. 234, pp. 121029, December 2023. (SCIE, IF=8.5 (Top 10%), ISSN 0957-4174) [PDF(free download before September 29, 2023)] [Publisher] |
| | | | | | 63. | Junhee Cho and Youngjoong Ko. DiCeR: Dialogue-Centric Representation for Knowledge-Grounded Dialogue through Contrastive Learning. Pattern Recognition Letters, Elsevier Science, Vol. 172, pp. 151-157, August 2023. (SCIE, IF=5.1, ISSN 0167-8655) [PDF(free download before August 06, 2023)] [Publisher] |
| | | | | | 62. | Kyuri Choi and Youngjoong Ko. Meta-Learning with Topic-agnostic Representations for Zero-Shot Stance Detection. Pattern Recognition Letters, Elsevier Science, Vol. 171, pp. 15-20, July 2023. (SCIE, IF=5.1, ISSN 0167-8655) [PDF(free download before July 02, 2023)] [Publisher] |
| | | | | | 61. | Haeun Yu and Youngjoong Ko. Enriching the Dialogue State Tracking Model with a Syntactic Discourse Graph. Pattern Recognition Letters, Elsevier Science, Vol. 169, pp. 81-86, May 2023. (SCIE, IF=5.1, ISSN 0167-8655) [PDF(free download before June 02, 2023)] [Publisher] |
| | | | | | 60. | Bosung Kim, Hyewon Choi, Haeun Yu and Youngjoong Ko. Graph-based Query Reformulation System for Descriptive Queries of Jargon Words using Definitions. Expert Systems With Applications, Elsevier Science, Vol. 214, 119149, March 2023. (SCIE, IF=8.5 (Top 10%), ISSN 0957-4174) [PDF(free download before December 29, 2022)] [Publisher] |
| | | | | | 59. | Taesuk Hong, Junhee Cho, Haeun Yu, Youngjoong Ko and Jungyun Seo. Knowledge-grounded Dialogue Modeling with Dialogue-State Tracking, Domain Tracking, and Entity Extraction. Computer Speech and Language, Elsevier Science, Vol. 78, pp. 101460, March 2023. (SCIE, IF=4.3, ISSN 0885-2308) [PDF(free download before November 16, 2022)] [Publisher] |
| | | | | | 58. | Bonggeun Choi and Youngjoong Ko. Knowledge Graph Extension with a Pre-trained Language Model via Unified Learning Method. Knowledge-Based Systems, Elsevier Science, Vol. 262, pp. 110245, 28 February 2023. (SCIE, IF=8.8, ISSN 0950-7051) [PDF(free download before March 01, 2023)] [Publisher] |
| | | | | | 57. | Yeongjoon Park, Youngjoong Ko and Jungyun Seo. BERT-based Response Selection in Dialogue Systems using Utterance Attention Mechanisms. Expert Systems With Applications, Elsevier Science, Vol. 209, 118277, December 2022. (SCIE, IF=8.5 (Top 10%), ISSN 0957-4174) [PDF(free download before September 20, 2022)] [Publisher] |
| | | | | | 56. | Meongjun Kim and Youngjoong Ko. Multi-task Fine-tuning for Passage Re-ranking Using BM25 and Pseudo Relevance Feedback. IEEE ACCESS, Vol. 10, pp. 54254-54262, May 2022. (SCIE, IF=3.367, ISSN 2169-3536) [Publisher(Open Access)] |
| | | | | | 55. | Hyewon Choi and Youngjoong Ko. Effective Fake News Video Detection Using Domain Knowledge and Multimodal Data Fusion on YouTube. Pattern Recognition Letters, Elsevier Science, Vol. 154, pp. 44-52, February 2022. (SCIE, IF=4.757, ISSN 0167-8655) [PDF(free download before March 10, 2022)] [Publisher] |
| | | | | | 54. | Bosung Kim, Youngjoong Ko and Jungyun Seo. Novel Regularization Method for the Class Imbalance Problem. Expert Systems With Applications, Elsevier Science, Vol. 188, 115974, February 2022. (SCIE, IF=8.665 (Top 10%), ISSN 0957-4174) [PDF(free download before December 03, 2021)] [Publisher] |
| | | | | | 53. | Gihwan Kim and Youngjoong Ko. Effective Fake News Detection using Graph and Summarization Techniques. Pattern Recognition Letters, Elsevier Science, Vol. 151, pp. 135-139, November 2021. (SCIE, IF=4.757, ISSN 0167-8655) [PDF(free download before October 13, 2021)] [Publisher] |
| | | | | | 52. | Hyewon Choi and Youngjoong Ko. Using Adversarial Learning and Biterm Topic Model for an Effective Fake News Video Detection System on Heterogeneous Topics and Short Texts. IEEE ACCESS, Vol. 9, pp. 164846-164853, October 2021. (SCIE, IF=3.476, ISSN 2169-3536) [Publisher(Open Access)] |
| | | | | | 51. | Bonggeun Choi, Daesik Jang and Youngjoong Ko. MEM-KGC: Masked Entity Modeling for Knowledge Graph Completion with Pre-trained Language Model. IEEE ACCESS, Vol. 9, pp. 132025-132032, September 2021. (SCIE, IF=3.476, ISSN 2169-3536) [PDF] [Publisher(Open Access)] |
| | | | | | 50. | Sunjae Kwon, Dongsuk Oh and Youngjoong Ko. Word Sense Disambiguation based on Context Selection using Knowledge-based Word Similarity. Information Processing and Management, Pergamon-Elsevier Science, Vol. 58, No. 4, 102551, July 2021. (SSCI, SCIE, IF=7.466, ISSN 0306-4573) [PDF(free download before April 23, 2021)] [Publisher] |
| | | | | | 49. | Juryong Cheon and Youngjoong Ko. Parallel Sentence Extraction to Improve Cross-Language Information Retrieval from Wikipedia. Journal of Information Science, SAGE journals, Vol. 47, No. 2, pp. 281-293, April 2021. (SSCI, SCIE, IF= 2.462, ISSN 0165-5515) [Publisher] |
| | | | | | 48. | Seungwook Lee and Youngjoong Ko. Named-Entity Recognition Using Automatic Construction of Training Data from Social Media Messaging Apps. IEEE ACCESS, Vol. 8, pp. 222724-222732, December 2020. (SCIE, IF=3.367, ISSN 2169-3536) [Publisher(Open Access)] |
| | | | | | 47. | Juae Kim, Youngjoong Ko and Jungyun Seo. Construction of Machine-Labeled Data for Improving Named Entity Recognition by Transfer Learning. IEEE ACCESS, Vol. 8, pp. 59684-59693, March 2020. (SCIE, IF=3.367, ISSN 2169-3536) [Publisher(Open Access)] |
| | | | | | 46. | Hongyeon Yu, Jaehyun An, Jeongmin Yoon, Hyemin Kim and Youngjoong Ko. Simple Methods to Overcome the Limitations of General Word Representations in Natural Language Processing Tasks. Computer Speech and Language, Elsevier Science, Vol. 59, pp. 91-113, January 2020. (SCIE, IF=1.899, ISSN 0885-2308) [Publisher] |
| | | | | | 45. | Guanghao Xu, Youngjoong Ko and Jungyun Seo. Improving Neural Machine Translation by Filtering Synthetic Parallel Data. Entropy, Vol. 21, No. 12. pp. 1213, December 2019. (SCIE, IF=2.494, ISSN 1099-4300) [Publisher(Open Access)] |
| | | | | | 44. | Kyoungman Bae and Youngjoong Ko. Improving Question Retrieval in Community Question Answering Service using Dependency Relations and Question Classification. Journal of the Association for Information Science and Technology, Wiley-Blackwell, Vol. 70, No. 11, pp.1194-1209, November 2019. (SSCI, SCIE, IF=2.410, ISSN 2330-1635) [Publisher] |
| | | | | | 43. | Hongseon Yeom, Youngjoong Ko and Jungyun Seo. Unsupervised-learning Based Keyphrase Extraction from a Single Document by the Effective Combination of the Graph-based Model and the Modified C-value Method. Computer Speech and Language, Elsevier Science, Vol. 58, pp. 304-318, November 2019. (SCIE, IF=2.116, ISSN 0885-2308) [Publisher] |
| | | | | | 42. | Kyoungman Bae and Youngjoong Ko. Efficient question classification and retrieval using the category information and word embedding on cQA services. Journal of Intelligent Information Systems, Springer, Vol. 53, No. 1, pp. 27-49, August 2019. (SCIE, IF=1.813, ISSN 0925-9902) [Publisher] |
| | | | | | 41. | Juae Kim, Youngjoong Ko and Jungyun Seo. A Bootstrapping Approach with CRF and Deep Learning Models for Improving the Biomedical Named Entity Recognition in Multi-domains. IEEE Access Vol. 7, pp. 70308-70318, April 2019. (SCIE, IF=3.745, ISSN 2169-3536) [Publisher(Open Access)] |
| | | | | | 40. | Hyemin Kim, Seon Yang and Youngjoong Ko. How to utilize syllable distribution patterns as the input of LSTM for Korean morphological analysis. Pattern Recognition Letters, Elsevier Science, Vol. 120, pp. 39-45, April 2019. (SCIE, IF=3.255, ISSN 0167-8655) [Publisher] |
| | | | | | 39. | Sunjae Kwon, Youngjoong Ko and Jungyun Seo. Effective vector representation for the Korean named-entity recognition. Pattern Recognition Letters, Elsevier Science, Vol. 117, pp. 52-57, January 2019. (SCIE, IF=3.255, ISSN 0167-8655) [Publisher] |
| | | | | | 38. | Kyoungman Bae and Youngjoong Ko. Speech-Act Classification Using Convolutional Neural Networks and Word Embedding. International Journal on Artificial Intelligence Tools, Vol. 27, No. 6, 1850026, September 2018. (SCIE, ISSN 0218-2130) [Publisher] |
| | | | | | 37. | Hyoungil Jeong, Youngjoong Ko and Jungyun Seo. Statistical Text Summarization Using a Category-based Language Model on a Bootstrapping Framework. International Journal on Artificial Intelligence Tools, Vol. 27, No. 3, 1850014, May 2018. (SCIE, ISSN 0218-2130) [Publisher] |
| | | | | | 36. | Changsu Lee and Youngjoong Ko. Spoken Language Understanding with a Novel Simultaneous Recognition Technique for the Intelligent Personal Assistant Software. International Journal on Artificial Intelligence Tools, Vol. 27, No. 3, 1850009, May 2018. (SCIE, ISSN 0218-2130) [Publisher] |
| | | | | | 35. | Donghyun Yoo, Youngjoong Ko and Jungyun Seo. Speech-Act Classification Using a Convolutional Neural Network Based on POS tag and Dependency-Relation Bigram Embedding. IEICE Transactions on Information and System, Vol. E100-D, No. 12, pp. 3081-3084, December 2017. (SCIE, ISSN 0916-8532) [Publisher] |
| | | | | | 34. | Youngjoong Ko. How to Use Negative Class Information for Naive Bayes Classification. Information Processing and Management, Pergamon-Elsevier Science, Vol. 53, No. 6, pp. 1255-1268, November 2017 (SSCI, SCIE, IF=4.787, ISSN 0306-4573) [Publisher] |
| | | | | | 33. | Kyoungman Bae and Youngjoong Ko. Improving Question Retrieval in cQA Services Using a Dependency Parser. IEICE Transactions on Information and System, Vol. E100-D, No. 2, pp. 807-810, April 2017. (SCIE, ISSN 0916-8532) [Publisher] |
| | | | | | 32. | Juryong Cheon and Youngjoong Ko. Automatically Extracting Parallel Sentences from Wikipedia Using Sequential Matching of Language Resources. IEICE Transactions on Information and System, Vol. E100-D, No. 2, pp. 405-408, February 2017. (SCIE, ISSN 0916-8532) [Publisher] |
| | | | | | 31. | Hyoungil Jeong, Youngjoong Ko and Jungyun Seo. How to Improve Text Summarization and Classification by Mutual Cooperation on an Integrated Framework. Expert Systems with Applications, Vol. 60, pp. 222-233, October 2016. (SCIE, IF=5.452, ISSN 0957-4174) [Publisher] |
| | | | | | 30. | Kyoungman Bae and Youngjoong Ko. How to Combine Translation Probabilities and Question Expansion for Question Classification in cQA Services. IEICE Transactions on Information and System, Vol. E99-D, No. 4, pp. 1019-1022, April 2016. (SCIE, ISSN 0916-8532) [Publisher] |
| | | | | | 29. | Youngjoong Ko. A New Term Weighting Scheme for Text Classification Using the Odds of Positive and Negative Class Probabilities. Journal of the Association for Information Science and Technology, Wiley-Blackwell, Vol. 66, No. 12, pp. 2553-2565, December 2015. (SSCI, SCIE, IF=2.410, ISSN 2330-1635) [Publisher] |
| | | | | | 28. | Hyoungil Jeong, Youngjoong Ko and Jungyun Seo. Efficient Keyword Extraction and Text Summarization for Reading Articles on a Smart Phone. Computing and Informatics, Vol. 34, No. 4, pp. 779-794, August 2015. (SCIE, ISSN 1335-9150) [Publisher] |
| | | | | | 27. | Youngjoong Ko. New Feature Weighting Approaches for Speech-act Classification. Pattern Recognition Letters, Elsevier Science, Vol. 51, pp. 107-111, January 2015. (SCIE, IF=3.255, ISSN 0167-8655) [Publisher] |
| | | | | | 26. | Sungho Kim, Youngjoong Ko and Douglas W. Oard. Combining Lexical and Statistical Translation Evidence for Cross-Language Information Retrieval. Journal of the Association for Information Science and Technology, Wiley-Blackwell, Vol. 66, No. 1, pp. 23-39, January 2015. (SSCI, SCIE, IF=2.410, ISSN 2330-1635) [Publisher] |
| | | | | | 25. | Seon Yang and Youngjoong Ko. Mathematical Formula Search using Natural Language Queries. Advances in Electrical and Computer Engineering, Vol. 14, No. 4, pp. 99-104, December 2014. (SCIE, ISSN 1582-7445) [Publisher] |
| | | | | | 24. | Seon Yang and Youngjoong Ko. Classifying Korean Comparative Sentences for Comparison Analysis. Natural Language Engineering, Cambridge Journals, Vol. 20, No. 4, pp. 557-581, October 2014. (SSCI, SCIE, IF=1.465, ISSN 1351-3249) [Publisher] |
| | | | | | 23. | Youngjoong Ko. Sentiment Document Classification Using Global and Domain Features. Information: An International Interdisciplinary Journal, International Information Institute, Vol. 17, No. 2, pp. 699-708, February 2014. (SCOPUS, ISSN 1343-4500) |
| | | | | | 22. | Sangwoo Kang, Youngjoong Ko and Jungyun Seo. Hierarchical Speech-act Classification for Discourse Analysis. Pattern Recognition Letters, Elsevier Science, Vol. 34, No. 10, pp. 1119-1124, July 2013. (SCIE, IF=3.255, ISSN 0167-8655) [Publisher] |
| | | | | | 21. | Sangwoo Kang, Youngjoong Ko and Jungyun Seo. A Dialogue Management System Using a Corpus-based Framework and the Dynamic Dialogue Transition Model. AI Communications, IOS press, Vol. 26, No. 2, pp. 145-159, April 2013. (SCIE, IF=1.000, ISSN 0921-7126) [Publisher] |
| | | | | | 20. | Youngjoong Ko and Sangjun Bae. Automatic Named-Entity Set Expansion from the Web Using a Mutual Importance Measure. Information: An International Interdisciplinary Journal, International Information Institute, Vol. 15, No, 11(B), pp. 5029-5040, November 2012. (SCIE, ISSN 1343-4500) [Publisher] |
| | | | | | 19. | Kyungsun Kim, Youngjoong Ko and Jungyun Seo. An Effective Application of Contextual Information using Adjacency Pairs and a Discourse Stack for Speech-Act Classification. International Journal of Innovative Computing Information and Control (IJICIC), Vol. 8, No. 11, pp. 7713-7728, November 2012. (SCIE, ISSN 1349-4198) [Publisher] |
| | | | | | 18. | Shinil Kim, Seon Yang and Youngjoong Ko. Classifying Mathematical Expressions Written in MathML. IEICE Transactions on Information and System, Vol. E95-D,No. 10, pp. 2560-2563, October 2012. (SCIE, ISSN 0916-8532) [Publisher] |
| | | | | | 17. | Shinil Kim, Seon Yang and Youngjoong Ko. A Novel Discriminative Probabilistic Model for Automatic Word Spacing on Mobile Devices. International Journal of Innovative Computing Information and Control (IJICIC), Vol. 8, No. 7(B), pp. 5055-5065, July 2012. (SCIE, ISSN 1349-4198) [Publisher] |
| | | | | | 16. | Sangwoo Kang, Youngjoong Ko and Jungyun Seo. Generating Effective Responses for a Plan-based Dialogue System in Human-robot Interaction. Information: An International Interdisciplinary Journal, International Information Institute, Vol. 15, No. 2, pp. 949-960, February 2012. (SCIE, ISSN 1343-4500) |
| | | | | | 15. | Youngjoong Ko and Jungyun Seo. Issues and Empirical Results for Improving Text Classification. Journal of Computing Science and Engineering (JCSE), Vol. 5, No. 2, pp. 150-160, June 2011. (SCOPUS, ISSN 1976-4677) [Publisher] |
| | | | | | 14. | Seon Yang and Youngjoong Ko. Finding Relevant Features for Korean Comparative Sentence Extraction. Pattern Recognition Letters, Elsevier Science, Vol. 32, No. 2, pp. 293-296, January 2011. (SCIE, IF=3.255, ISSN 0167-8655) [Publisher] |
| | | | | | 13. | Youngjoong Ko and Jungyun Seo. Text Classification from Unlabeled Documents with Bootstrapping and Feature Projection Techniques. Information Processing and Management, Pergamon-Elsevier Science, Vol. 45, No. 1, pp. 70-83, January 2009. (SSCI, SCIE, IF=4.787, ISSN 0306-4573) [Publisher] |
| | | | | | 12. | Youngjoong Ko, Hongkuk An and Jungyun Seo. Pseudo-Relevance Feedback and Statistical Query Expansion for Web Snippet Generation. Information Processing Letters, Elsevier Science, Vol. 109, No. 1, pp. 18-22, December 2008. (SCIE, ISSN 0020-0190) [Publisher] |
| | | | | | 11. | Youngjoong Ko and Jungyun Seo. An Effective Sentence-Extraction Technique Using Contextual Information and Statistical Approaches for Text Summarization. Pattern Recognition Letters, Elsevier Science, Vol. 29, No. 9, pp. 1366-1371, July 2008. (SCIE, IF=3.255, ISSN 0167-8655) [Publisher] |
| | | | | | 10. | Youngjoong Ko, Sooyong Park, Jungyun Seo and Soonhwang Choi. Using Classification Techniques for Informal Requirements in the Requirements Analysis-supporting System. Information and Software Technology, Elsevier Science, Vol. 49, No. 11-12, pp. 1128-1140, November 2007. (SCIE, IF=2.726, ISSN 0950-5849) [Publisher] |
| | | | | | 9. | Hyoungdong Han, Youngjoong Ko and Jungyun Seo. Using the Revised EM Algorithm to Remove Noisy Data for Improving the One-against-the-rest Method in Binary Text Classification. Information Processing and Management, Pergamon-Elsevier Science, Vol. 43, No. 5, pp. 1281-1293, September 2007. (SSCI, SCIE, IF=4.787, ISSN 0306-4573) [Publisher] |
| | | | | | 8. | Bojun Shim, Youngjoong Ko and Jungyun Seo. Using IS-A Relation Patterns for Factoid Questions in Question Answering Systems. IEICE Transactions on Information and System, Vol. E89-D, No. 12, pp. 2985-2989, December 2006. (SCIE, ISSN 0916-8532) [Publisher] |
| | | | | | 7. | Kyungsun Kim, Youngjoong Ko and Jungyun Seo. Improving Korean Speech Acts Analysis by Using Shrinkage and Discourse Stack. Proceedings of The Second International Joint Conference on Natural Language Processing (IJCNLP-05), in Jeju, Korea, Oct. 13-15, 2005. Lecture Notes in Artificial Intelligence (LNAI), in Springer Verlag., Vol. 3651, pp. 731-741. October 2005. (SCIE, ISSN 0302-9743) [Publisher] |
| | | | | | 6. | Wooncheol Jung, Youngjoong Ko and Jungyun Seo. Automatic Text Summarization Using Two-step Sentence Extraction. Proceedings of Asian Information Retrieval Symposium (AIRS 2004), in Beijing, China, pp.43-48, Oct, 2004. Lecture Notes in Computer Science (LNCS), in Springer Verlag. Vol. 3411, pp. 71-81. March 2005.(SCIE, ISSN 0302-9743) [Publisher] |
| | | | | | 5. | Bojun Shim, Youngjoong Ko and Jungyun Seo. Extracting and Utilizing of IS-A Relation Patterns for Question Answering Systems. Proceedings of Asia Information Retrieval Symposium (AIRS-05), in Jeju, Korea, Oct. 11-13, 2005. Lecture Notes in Computer Science (LNCS), in Springer Verlag. Vol. 3689, pp. 697-702. October 2005.(SCIE, ISSN 0302-9743) [Publisher] |
| | | | | | 4. | Youngjoong Ko and Jungyun Seo. Using the Feature Projection Technique Based on a Normalized Voting Method for Text Classification. Information Processing and Management, Pergamon-Elsevier Science, Vol. 40, No. 2, pp.191-208, March 2004. (SSCI, SCIE, IF=4.787, ISSN 0306-4573) [Publisher] |
| | | | | | 3. | Youngjoong Ko, Jinwoo Park and Jungyun Seo. Improving Text Categorization Using the Importance of Sentences. Information Processing and Management, Pergamon-Elsevier Science, Vol. 40, No. 1, pp.65-79, January 2004. (SSCI, SCIE, IF=4.787, ISSN 0306-4573) [Publisher] |
| | | | | | 2. | Youngjoong Ko, Kono Kim and Jungyun Seo. Topic Keyword Identification for Text Summarization Using Lexical Clustering. IEICE Transactions on Information and System, Vol. E86-D, No. 9, pp.1695-1701, September 2003. (SCIE, ISSN 0916-8532) [Publisher] |
| | | | | | 1. | Sooyong Park, Harksoo Kim, Youngjoong Ko and Jungyun Seo. Implementation of an Efficient Requirements Analysis Supporting System Using Similarity Measure Techniques. Information and Software Technology, Elsevier Science, Vol. 42, No. 6, pp.429-438, April 2000. (SCIE, IF=2.726, ISSN 0950-5849) [Publisher] |