Publications
Research Areas :
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
Effective Adversarial Regularization for Neural Machine Translation
ACL 2019
Natural Language Processing / Speech Processing
By : Motoki Sato, Jun Suzuki, Shun Kiyono
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
ESPnet: End-to-End Speech Processing Toolkit
Interspeech 2018
Natural Language Processing / Speech Processing
By : Shinji Watanabe, Takaaki Hori, Shigeki Karita, Tomoki Hayashi, Jiro Nishitoba, Yuya Unno, Nelson Enrique Yalta Soplin, Jahn Heymann, Matthew Wiesner, Nanxin Chen, Adithya Renduchintala, Tsubasa Ochiai
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
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations,
NAACL HLT 2018
Natural Language Processing / Speech Processing
By : Sosuke Kobayashi
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations
NAACL HLT 2018
Natural Language Processing / Speech Processing
By : Sosuke Kobayashi
Unsupervised Learning of Style-sensitive Word Vectors
ACL 2018
Natural Language Processing / Speech Processing
By : Reina Akama, Kento Watanabe, Sho Yokoi, Sosuke Kobayashi, Kentaro Inui