Spike No More: Stabilizing the Pre-training of Large Language Models
Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki
Preprint, Dec. 2023. [arxiv]
Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki
Preprint, Dec. 2023. [arxiv]
Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki
In Proceedings of Findings of ACL 2023, July 2023. [paper] [arxiv] [code]
Sosuke Kobayashi, Eiichi Matsumoto, Vincent Sitzmann
In Proceedings of NeurIPS 2022, Nov. 2022. [paper] [arxiv] [code] [project]
Sosuke Kobayashi, Shun Kiyono, Jun Suzuki, Kentaro Inui
In Proceedings of Workshop on Challenges & Perspectives in Creating Large Language Models (BigScience), May 2022. [paper] [arxiv] [bib]
Riku Arakawa, Hiromu Yakura, Sosuke Kobayashi
Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Masashi Yoshikawa, Kentaro Inui
TACL (Transactions of the Association for Computational Linguistics), Vol. 9, Dec. 2021. [paper] [arxiv] [bib]
Shun Kiyono, Sosuke Kobayashi, Jun Suzuki, Kentaro Inui
In Proceedings of EMNLP 2021, Nov. 2021. [paper] [arxiv] [bib]
Sosuke Kobayashi, Sho Yokoi, Jun Suzuki, Kentaro Inui
Journal of Natural Language Processing (*written in Japanese, extended version of the paper at SustaiNLP 2020), Vol. 28-2, June 2021. (論文賞; Best Paper Award) [paper] [arxiv] [code] [bib]
Sosuke Kobayashi, Sho Yokoi, Jun Suzuki, Kentaro Inui
In Proceedings of First Workshop on Simple and Efficient Natural Language Processing (SustaiNLP 2020), Nov. 2020. [paper] [arxiv] [code] [bib]
Sho Takase, Sosuke Kobayashi
In Proceedings of NeurIPS 2020, Dec. 2020. [paper] [arxiv] [code] [bib]
Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Ryuto Konno, Kentaro Inui
In Proceedings of ACL 2020, July 2020. [paper] [arxiv] [bib]
Masaki Saito, Shunta Saito, Masanori Koyama, Sosuke Kobayashi
International Journal of Computer Vision, May 2020. [paper] [arxiv] [code]
Tsu-Jui Fu, Yuta Tsuboi, Sosuke Kobayashi, Yuta Kikuchi
In Proceedings of 3rd Workshop on Visually Grounded Interaction and Language (ViGIL), Dec. 2019. [paper]
Takuya Shimada, Shoichiro Yamaguchi, Kohei Hayashi, Sosuke Kobayashi
In Proceedings of 2nd Workshop on Learning with Limited Labeled Data: Weak Supervision and Beyond (LLD), May 2019. [paper] [arxiv]
Riku Arakawa, Sosuke Kobayashi, Yuya Unno, Yuta Tsuboi, Shin-ichi Maeda
In Proceedings of 2nd Workshop on Human-Robot Teaming Beyond Human Operational Speeds and Robot Teammates Operating in Dynamic, Unstructured Environments (RT-DUNE), May 2019. [arxiv]
Sho Yokoi, Sosuke Kobayashi, Kenji Fukumizu, Jun Suzuki, Kentaro Inui
In Proceedings of EMNLP 2018, Oct. 2018. [paper] [arxiv] [slide] [bib]
Reina Akama, Kento Watanabe, Sho Yokoi, Sosuke Kobayashi, Kentaro Inui
In Proceedings of ACL 2018, July 2018. [paper] [arxiv] [code] [bib] [project]
Sosuke Kobayashi
In Proceedings of NAACL HLT 2018, June 2018. [paper] [arxiv] [code] [bib]
Jun Hatori*, Yuta Kikuchi*, Sosuke Kobayashi*, Kuniyuki Takahashi*, Yuta Tsuboi*, Yuya Unno*, Wilson Ko, Jethro Tan (* equally contributed)
In Proceedings of International Conference on Robotics and Automation (ICRA) 2018, June 2018. (Best Paper Award on Human-Robot Interaction (HRI)) [paper] [arxiv] [dataset] [bib] [project] [video]
A subsequent work of this is on an autonomous robot system demo (WSJ, BBC, NVIDIA GTC 2019)
Sosuke Kobayashi, Naoaki Okazaki, Kentaro Inui
In Proceedings of IJCNLP 2017, Nov. 2017. [paper] [arxiv] [slide] [bib] [video]
Reina Akama, Kazuaki Inada, Naoya Inoue, Sosuke Kobayashi, Kentaro Inui
Melissa Roemmele, Sosuke Kobayashi, Naoya Inoue, Andrew Gordon
In Proceedings of 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics (LSDSem), Apr. 2017. [paper] [bib]
Ryo Takahashi, Naoya Inoue, Yasutaka Kuriya, Sosuke Kobayashi, Kentaro Inui
International Journal of Machine Learning and Computing (IJMLC), Oct. 2016. [paper]
Yuki Igarashi, Hiroya Komatsu, Sosuke Kobayashi, Naoaki Okazaki, Kentaro Inui
In Proceedings of 10th International Workshop on Semantic Evaluation (SemEval 2016), June 2016. [paper] [bib]
Sosuke Kobayashi, Ran Tian, Naoaki Okazaki, Kentaro Inui
In Proceedings of NAACL HLT 2016, June 2016. [paper] [code] [bib]
Naoya Inoue, Yasutaka Kuriya, Sosuke Kobayashi, Kentaro Inui
In Proceedings of 22nd ITS World Congress, Oct. 2015. (Best of the Rest) [paper]
高瀬翔, 清野舜, 小林颯介, 鈴木潤
In Proceedings of 言語処理学会第30回年次大会, Mar. 2024. (委員特別賞; Special Committee Award) [paper]
高瀬翔, 清野舜, 小林颯介, 鈴木潤
In Proceedings of 言語処理学会第28回年次大会, Mar. 2022. (優秀賞; Outstanding Paper Award) [paper]
清野舜, 小林颯介, 鈴木潤, 乾健太郎
In Proceedings of 言語処理学会第28回年次大会, Mar. 2022. (若手奨励賞; Young Researcher Award) [paper]
大内啓樹, 鈴木潤, 小林颯介, 横井祥, 栗林樹生, 吉川将司, 乾健太郎
In Proceedings of 言語処理学会第27回年次大会, Mar. 2021. [paper]
清野舜, 小林颯介, 鈴木潤, 乾健太郎
In Proceedings of 言語処理学会第27回年次大会, Mar. 2021. [paper]
大内啓樹, 鈴木潤, 小林颯介, 横井祥, 栗林樹生, 乾健太郎
In Proceedings of 言語処理学会第26回年次大会, Mar. 2020. [paper]
高橋城志*, 羽鳥潤*, 菊池悠太*, 小林颯介*, 坪井祐太*, 海野裕也*, 中島統太郎, 福田昌昭, Wilson Ko, Jethro Tan (* equally contributed)
In Proceedings of 第36回日本ロボット学会学術講演会, Sep. 2018. (研究奨励賞; Young Investigation Excellence Award) [paper]
横井祥, 小林颯介, 福水健次, 乾健太郎
In Proceedings of 第32回人工知能学会全国大会, June 2018. (全国大会優秀賞; JSAI Annual Conference Award) [paper]
赤間怜奈, 渡邉研斗, 横井祥, 小林颯介, 乾健太郎
In Proceedings of 第32回人工知能学会全国大会, June 2018. (全国大会優秀賞; JSAI Annual Conference Award) [paper]
羽鳥潤*, 菊池悠太*, 小林颯介*, 高橋城志*, 坪井祐太*, 海野裕也*, Wilson Ko, Jethro Tan (* equally contributed)
In Proceedings of 言語処理学会第24回年次大会, Mar. 2018. [paper]
横井祥, 小林颯介, 福水健次, 乾健太郎
In Proceedings of 言語処理学会第24回年次大会, Mar. 2018. [paper]
赤間怜奈, 横井祥, 渡邉研斗, 小林颯介, 田然, 乾健太郎
In Proceedings of 言語処理学会第24回年次大会, Mar. 2018. [paper]
横井祥, 福水健次, 小林颯介, 乾健太郎
In Proceedings of 第20回情報論的学習理論ワークショップ (IBIS), Nov. 2017. [slide]
濱田晃一, 藤川和樹, 小林颯介, 菊池悠太, 海野裕也, 土田正明
In Proceedings of 第232回 情報処理学会 自然言語処理研究会, July 2017. [paper] [slide] [bib]
赤間怜奈, 稲田和明, 小林颯介, 佐藤祥多, 乾健太郎
In Proceedings of 言語処理学会第23回年次大会, Mar. 2017. [paper]
Shunya Maruta, Yasutaka Kuriya, Naoya Inoue, Sosuke Kobayashi, Kentaro Inui
In Proceedings of Denso Technical Review, 2016. (Modified version of the paper of 22nd ITSWC) [paper]
小林颯介, 岡崎直観, 乾健太郎
In Proceedings of NLP若手の会 (YANS) 第11回シンポジウム, Aug. 2016. (奨励賞; Encouragement Award)
小林颯介, 田然, 岡崎直観, 乾健太郎
In Proceedings of 言語処理学会第22回年次大会, Mar. 2016. (優秀賞; Outstanding Paper Award) [paper]
小林颯介, 海野裕也, 福田昌昭
In Proceedings of 第75回 人工知能学会 言語・音声理解と対話処理研究会, Oct. 2015. [paper]
小林颯介, 井之上直也, 栗谷康隆, 近藤敏之, 安部克則, 奥野英一, 乾健太郎
In Proceedings of 自動車技術会 2015年春季大会学術講演会講演予稿集, May 2015.