Publications
Sosuke Kobayashi
B2T Connection: Serving Stability and Performance in Deep Transformers
Findings of ACL 2023
Natural Language Processing / Speech Processing
By : Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki
Decomposing NeRF for Editing via Feature Field Distillation
NeurIPS 2022
Machine Learning / Deep Learning
By : Sosuke Kobayashi, Eiichi Matsumoto, Vincent Sitzmann
CHI 2022
Human Computer Interaction (HCI)/ Human Robot Interaction (HRI)
Natural Language Processing / Speech Processing
By : Riku Arakawa, Hiromu Yakura, Sosuke Kobayashi
Instance-Based Neural Dependency Parsing
TACL 2021
Natural Language Processing / Speech Processing
By : Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Masashi Yoshikawa, Kentaro Inui
SHAPE: Shifted Absolute Position Embedding for Transformers
EMNLP 2021
Natural Language Processing / Speech Processing
By : Shun Kiyono, Sosuke Kobayashi, Jun Suzuki, Kentaro Inui
All Word Embeddings from One Embedding
NeurIPS 2020
Machine Learning / Deep Learning
Natural Language Processing / Speech Processing
By : Sho Takase, Sosuke Kobayashi
IJCV 2020
Machine Learning / Deep Learning
By : Masaki Saito, Shunta Saito, Masanori Koyama, Sosuke Kobayashi
Instance-based Learning of Span Representations: A Case Study through Named Entity Recognition
ACL 2020
Natural Language Processing / Speech Processing
By : Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Ryuto Konno, Kentaro Inui
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions
EMNLP 2018
Natural Language Processing / Speech Processing
By : Sho Yokoi, Sosuke Kobayashi, Kenji Fukumizu, Jun Suzuki, Kentaro Inui
Interactively Picking Real-World Objects with Unconstrained Spoken Language Instructions
Best Paper Award on Human-Robotics Interaction in ICRA 2018
Natural Language Processing / Speech Processing
By : Jun Hatori, Yuta Kikuchi, Sosuke Kobayashi, Kuniyuki Takahashi, Yuta Tsuboi, Yuya Unno, Wilson Ko, Jethro Tan
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