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Sho Yokoi
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Attention is Not Only a Weight: Analyzing Transformers with Vector Norms
G Kobayashi, T Kuribayashi, S Yokoi, K Inui
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
86*2020
Word Rotator's Distance
S Yokoi, R Takahashi, R Akama, J Suzuki, K Inui
arXiv preprint arXiv:2004.15003, 2020
282020
Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition
H Ouchi, J Suzuki, S Kobayashi, S Yokoi, T Kuribayashi, R Konno, K Inui
arXiv preprint arXiv:2004.14514, 2020
192020
Evaluation of Similarity-based Explanations
K Hanawa, S Yokoi, S Hara, K Inui
The International Conference on Learning Representations, 2021
17*2021
Filtering Noisy Dialogue Corpora by Connectivity and Content Relatedness
R Akama, S Yokoi, J Suzuki, K Inui
arXiv preprint arXiv:2004.14008, 2020
102020
Efficient Estimation of Influence of a Training Instance
S Kobayashi, S Yokoi, J Suzuki, K Inui
arXiv preprint arXiv:2012.04207, 2020
72020
Incorporating residual and normalization layers into analysis of masked language models
G Kobayashi, T Kuribayashi, S Yokoi, K Inui
arXiv preprint arXiv:2109.07152, 2021
62021
Modeling Event Salience in Narratives via Barthes' Cardinal Functions
T Otake, S Yokoi, N Inoue, R Takahashi, T Kuribayashi, K Inui
arXiv preprint arXiv:2011.01785, 2020
62020
Unsupervised Learning of Style-sensitive Word Vectors
R Akama, K Watanabe, S Yokoi, S Kobayashi, K Inui
arXiv preprint arXiv:1805.05581, 2018
62018
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions
S Yokoi, S Kobayashi, K Fukumizu, J Suzuki, K Inui
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
52018
Link Prediction in Sparse Networks by Incidence Matrix Factorization
S Yokoi, H Kajino, H Kashima
Journal of Information Processing 25, 477-485, 2017
42017
Learning Co-Substructures by Kernel Dependence Maximization
S Yokoi, D Mochihashi, R Takahashi, N Okazaki, K Inui
The 26th International Joint Conference on Artificial Intelligence (IJCAI …, 2017
32017
Instance-Based Neural Dependency Parsing
H Ouchi, J Suzuki, S Kobayashi, S Yokoi, T Kuribayashi, M Yoshikawa, ...
Transactions of the Association for Computational Linguistics 9, 1493-1507, 2021
12021
Revisiting Additive Compositionality: AND, OR and NOT Operations with Word Embeddings
M Naito, S Yokoi, G Kim, H Shimodaira
arXiv preprint arXiv:2105.08585, 2021
2021
Computationally Efficient Wasserstein Loss for Structured Labels
A Toyokuni, S Yokoi, H Kashima, M Yamada
arXiv preprint arXiv:2103.00899, 2021
2021
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Articles 1–15