Personal profile
Education
KAIST
SKKU
Professional Experience
Junior Data Scientist, United Nations Global Pulse Lab
Research Intern, Microsoft Research Asia
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Dive into the research topics where Jinyeong Bak is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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An intelligent marketing platform with influencer classification in social networking services
Yu, X., Kim, J., Ahn, Y., Gu, M., Jeong, J., Bak, J. Y. & Jo, J., 15 Feb 2025, In: Knowledge-Based Systems. 310, 112972.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Scopus citations -
Dialogue response coherency evaluation with feature sensitive negative sample using multi list-wise ranking loss
Hwang, Y. J., Kang, D. & Bak, J. Y., 15 Jun 2025, In: Engineering Applications of Artificial Intelligence. 150, 110609.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Scopus citations -
Leveraging Semisupervised Learning for Domain Adaptation: Enhancing Safety at Construction Sites through Long-Tailed Object Detection
Tran, D. Q., Jeon, Y., Aboah, A., Bak, J., Park, M. & Park, S., 1 Jan 2025, In: Journal of Construction Engineering and Management. 151, 1, 04024190.Research output: Contribution to journal › Article › peer-review
16 Link opens in a new tab Scopus citations -
Self-Training Meets Consistency: Improving LLMs' Reasoning with Consistency-Driven Rationale Evaluation
Lee, J., Sakaguchi, K. & Bak, J. Y., 2025, Long Papers. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). Association for Computational Linguistics (ACL), p. 10519-10539 21 p. (Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies: Long Papers, NAACL-HLT 2025; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights
Choi, S., Lee, J., Yi, X., Yao, J., Xie, X. & Bak, J. Y., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 31742-31768 27 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Link opens in a new tab Scopus citations