Yamada, Makoto

Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel

Tsai, Y.-H. H., Bai, S., Yamada, M., Morency, L.-P., & Salakhutdinov, R. (2019) · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)

Topic ModelingNatural Language Processing Techniques

Cited by 173

Beyond Ranking: Optimizing Whole-Page Presentation

Wang, Y., Yin, D., Jie, L., Wang, P., Yamada, M., Chang, Y., & Mei, Q. (2016) · Proceedings of the Ninth ACM International Conference on Web Search and Data Mining

Information Retrieval and Search BehaviorRecommender Systems and Techniques

Cited by 66

Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis

Lin, Y., He, P., Xu, H., Xing, Y., Yamada, M., Liu, H., & Tang, J. (2024) · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Adversarial Robustness in Machine LearningTopic Modeling

Cited by 46