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Sosuke Kobayashi
Sosuke Kobayashi
Preferred Networks, Inc., Tohoku University
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Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations
S Kobayashi
Proceedings of the 2018 Conference of the North American Chapter of the ¡¦, 2018
8102018
Decomposing NeRF for Editing via Feature Field Distillation
S Kobayashi, E Matsumoto, V Sitzmann
Proceeding of the 36th Annual Conference on Neural Information Processing ¡¦, 2022
3482022
Interactively Picking Real-World Objects with Unconstrained Spoken Language Instructions
J Hatori, Y Kikuchi, S Kobayashi, K Takahashi, Y Tsuboi, Y Unno, W Ko, ...
Proceedings of International Conference on Robotics and Automation 2018, 2017
2042017
Train Sparsely, Generate Densely: Memory-Efficient Unsupervised Training of High-Resolution Temporal GAN
M Saito, S Saito, M Koyama, S Kobayashi
International Journal of Computer Vision (IJCV), 2020
1482020
DQN-TAMER: Human-in-the-Loop Reinforcement Learning with Intractable Feedback
R Arakawa, S Kobayashi, Y Unno, Y Tsuboi, S Maeda
Proceedings of the 2nd Workshop on Human-Robot Teaming Beyond Human ¡¦, 2018
952018
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
Proceedings of the 58th Annual Meeting of the Association for Computational ¡¦, 2020
572020
Tohoku at SemEval-2016 task 6: Feature-based model versus convolutional neural network for stance detection
Y Igarashi, H Komatsu, S Kobayashi, N Okazaki, K Inui
Proceedings of the 10th international workshop on semantic evaluation ¡¦, 2016
512016
Dynamic entity representation with max-pooling improves machine reading
S Kobayashi, R Tian, N Okazaki, K Inui
Proceedings of the 2016 Conference of the North American Chapter of the ¡¦, 2016
502016
Shape: Shifted absolute position embedding for transformers
S Kiyono, S Kobayashi, J Suzuki, K Inui
Proceedings of the 2021 Conference on Empirical Methods in Natural Language ¡¦, 2021
452021
Generating stylistically consistent dialog responses with transfer learning
R Akama, K Inada, N Inoue, S Kobayashi, K Inui
Proceedings of the Eighth International Joint Conference on Natural Language ¡¦, 2017
322017
An RNN-based binary classifier for the story cloze test
M Roemmele, S Kobayashi, N Inoue, A Gordon
Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and ¡¦, 2017
322017
Homemade bookcorpus
S Kobayashi
312018
All Word Embeddings from One Embedding
S Takase, S Kobayashi
Proceeding of the 34th Annual Conference on Neural Information Processing ¡¦, 2020
252020
On layer normalizations and residual connections in transformers
S Takase, S Kiyono, S Kobayashi, J Suzuki
arXiv preprint arXiv:2206.00330, 2022
192022
Efficient estimation of influence of a training instance
S Kobayashi, S Yokoi, J Suzuki, K Inui
In Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural ¡¦, 2020
182020
VocabEncounter: NMT-powered vocabulary learning by presenting computer-generated usages of foreign words into users¡¯ daily lives
R Arakawa, H Yakura, S Kobayashi
Proceedings of the 2022 CHI conference on human factors in computing systems ¡¦, 2022
152022
Spike no more: Stabilizing the pre-training of large language models
S Takase, S Kiyono, S Kobayashi, J Suzuki
arXiv preprint arXiv:2312.16903, 2023
132023
B2t connection: Serving stability and performance in deep transformers
S Takase, S Kiyono, S Kobayashi, J Suzuki
arXiv preprint arXiv:2206.00330, 2022
132022
A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse
S Kobayashi, N Okazaki, K Inui
Proceedings of the Eighth International Joint Conference on Natural Language ¡¦, 2017
132017
Unsupervised Learning of Style-sensitive Word Vectors
R Akama, K Watanabe, S Yokoi, S Kobayashi, K Inui
Proceedings of the 2018 Conference of the Association for Computational ¡¦, 2018
122018
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