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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Collaborations and top research areas from the last five years
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Projects
- 2 Finished
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Active Instruction Tuning for Efficient and Collaboration Task Annotation
Kang, D. (PI)
9/1/23 → 8/30/25
Project: Research project
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Goal-oriented Control in Language Model Decoding
Kang, D. (PI)
9/1/22 → 8/31/23
Project: Research project
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Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models
Hayati, S. A., Jung, T., Bodding-Long, T., Kar, S., Sethy, A., Kim, J. K. & Kang, D., Apr 11 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 22, p. 24005-24013 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Scopus citations -
ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO
Ahn, D., Choi, Y., Kim, S., Yu, Y., Kang, D. & Choi, J., Apr 11 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 2 ed. Association for the Advancement of Artificial Intelligence, p. 1728-1736 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Scopus citations -
LEARNING REWARD AND POLICY JOINTLY FROM DEMONSTRATION AND PREFERENCE IMPROVES ALIGNMENT
Li, C., Zeng, S., Liao, Z., Li, J., Kang, D., Garcia, A. & Hong, M., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 88441-88477 37 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence
Sheng, Z., Zhang, T., Jiang, C. & Kang, D., Mar 25 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 13, p. 14937-14945 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access4 Scopus citations -
Benchmarking Cognitive Biases in Large Language Models as Evaluators
Koo, R., Lee, M., Raheja, V., Park, J., Kim, Z. M. & Kang, D., 2024, The 62nd Annual Meeting of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics, ACL 2024. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 517-545 29 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
14 Scopus citations