Research output per year
Research output per year
Personal profile
Professional Experience
2022-현재, 성균관대학교 인공지능학과 대학원 학과장
2022-2023, 성균관대학교 데이터사이언스 융합학과 대학원 학과장
2011-2012, 메릴랜드 대학교(College Park, USA), Visiting Scholar
1996-1997, LG-EDS Systems Corp., System Engineer
Awards
Winner (1st place), sub-track #1 and #3 of SIMMC 2.0 in DSTC10, 2021.
논문 공헌상, 한국정보과학회, 2015.
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Robust fine-tuning for low-resource NLP: Combining adversarial and metric-based learning to mitigate overfitting
Choi, K. & Ko, Y., 1 Sep 2025, In: Expert Systems with Applications. 288, 127737.Research output: Contribution to journal › Article › peer-review
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Soft engagement with pseudo initiatives for multi-party dialogue generation
Chang, Y. & Ko, Y., May 2025, In: Pattern Recognition Letters. 191, p. 103-109 7 p.Research output: Contribution to journal › Article › peer-review
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Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists
Kim, D., Jang, Y., Shin, D., Park, C. & Ko, Y., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Industry Track. Dernoncourt, F., Preotiuc-Pietro, D. & Shimorina, A. (eds.). Association for Computational Linguistics (ACL), p. 1351-1360 10 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Industry Track).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Query-focused summarization with the context-graph information fusion transformer
Park, C. & Ko, Y., 1 May 2024, In: Expert Systems with Applications. 241, 122699.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings
Choi, B., Park, J., Kim, Y., Park, J. H. & Ko, Y., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Industry Track. Dernoncourt, F., Preotiuc-Pietro, D. & Shimorina, A. (eds.). Association for Computational Linguistics (ACL), p. 1477-1488 12 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Industry Track).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access