Center for Data-driven Science and Artificial Intelligence (CDS)

254 Conference contribution
228 Article
19 Paper
12 Conference article
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2024
InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions
Tanaka, R., Iki, T., Nishida, K., Saito, K. & Suzuki, J., 2024 Mar 25, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 17, p. 19071-19079 9 p.
Research output: Contribution to journal › Conference article › peer-review

Open Access
7 Citations (Scopus)
2023
Additive Poisson regression via forced categorical covariates and generalized fused Lasso
Yamamura, M., Ohishi, M. & Yanagihara, H., 2023, In: Procedia Computer Science. 225, p. 1987-1996 10 p.
Research output: Contribution to journal › Conference article › peer-review
1 Citation (Scopus)
2022
Target-Guided Open-Domain Conversation Planning
Kishinami, Y., Akama, R., Sato, S., Tokuhisa, R., Suzuki, J. & Inui, K., 2022, In: Proceedings - International Conference on Computational Linguistics, COLING. 29, 1, p. 660-668 9 p.
Research output: Contribution to journal › Conference article › peer-review
11 Citations (Scopus)
2020
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
Min, S., Boyd-Graber, J., Alberti, C., Chen, D., Choi, E., Collins, M., Guu, K., Hajishirzi, H., Lee, K., Palomaki, J., Raffel, C., Roberts, A., Kwiatkowski, T., Lewis, P., Wu, Y., Küttler, H., Liu, L., Minervini, P., Stenetorp, P. & Riedel, S. & 33 others, Yang, S., Seo, M., Izacard, G., Petroni, F., Hosseini, L., De Cao, N., Grave, E., Yamada, I., Shimaoka, S., Suzuki, M., Miyawaki, S., Sato, S., Takahashi, R., Suzuki, J., Fajcik, M., Docekal, M., Ondrej, K., Smrz, P., Cheng, H., Shen, Y., Liu, X., He, P., Chen, W., Gao, J., Oguz, B., Chen, X., Karpukhin, V., Peshterliev, S., Okhonko, D., Schlichtkrull, M., Gupta, S., Mehdad, Y. & Yih, W. T., 2020, In: Proceedings of Machine Learning Research. 133, p. 86-111 26 p.
Research output: Contribution to journal › Conference article › peer-review
26 Citations (Scopus)
2016
Learning compact neural word embeddings by parameter space sharing
Suzuki, J. & Nagata, M., 2016, In: IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2046-2052 7 p.
Research output: Contribution to journal › Conference article › peer-review
11 Citations (Scopus)
2014
Restructuring output layers of deep neural networks using minimum risk parameter clustering
Kubo, Y., Suzuki, J., Hori, T. & Nakamura, A., 2014, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 1068-1072 5 p.
Research output: Contribution to journal › Conference article › peer-review
1 Citation (Scopus)
2012
Dynamic characteristics of neuron models and active areas in potential functions
Nakajima, K., Kurose, K., Sato, S. & Hayakawa, Y., 2012, In: Procedia IUTAM. 5, p. 49-53 5 p.
Research output: Contribution to journal › Conference article › peer-review

Open Access
2008
On the implementation of asymmetric fingerprinting protocol
Kuribayashi, M. & Morii, M., 2008, In: European Signal Processing Conference.
Research output: Contribution to journal › Conference article › peer-review
1 Citation (Scopus)
2004
Convolution kernels with feature selection for natural language processing tasks
Suzuki, J., Isozaki, H. & Maeda, E., 2004, In: Proceedings of the Annual Meeting of the Association for Computational Linguistics. p. 119-126 8 p.
Research output: Contribution to journal › Conference article › peer-review
30 Citations (Scopus)
2003
Hierarchical directed acyclic graph kernel: Methods for structured natural language data
Suzuki, J., Hirao, T., Sasaki, Y. & Maeda, E., 2003, In: Proceedings of the Annual Meeting of the Association for Computational Linguistics. 2003-July
Research output: Contribution to journal › Conference article › peer-review
51 Citations (Scopus)
1999
Complexity control method for recurrent neural networks
Sakai, M., Honma, N. & Abe, K., 1999, In: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. 1, p. I-484 - I-489
Research output: Contribution to journal › Conference article › peer-review
1988
Electrical hardware neural network of an optimization-problem solver
Yanai, H., Hayakawa, Y. & Sawada, Y., 1988, In: Neural Networks. 1, 1 SUPPL, p. 475 1 p.
Research output: Contribution to journal › Conference article › peer-review