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Masato Neishi

Profile

Affiliation:
Kitsuregawa, Toyoda, Nemoto, Yoshinaga, Goda Lab., Graduate School of Information Science and Technology, The University of Tokyo
Educational Background:
  • 2017/04 - present: Graduate School of Information Science and Technology, The University of Tokyo
  • 2015/04 - 2017/03: Department of Electrical and Electronic Engineering, The University of Tokyo (Superviser: Masahiro Fujita)
  • 2013/04 - 2015/03: Department of Language and Culture, The University of Tokyo (Superviser: Masato Kobayashi)

Research

  • Natural Language Processing
  • Machine Learning

Publications

Refereed

You May Like This Hotel Because ...: Identifying Evidence for Explainable Recommendations
Shin Kanouchi, Masato Neishi, Yuta Hayashibe, Hiroki Ouchi, Naoaki Okazaki
The 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2020), Online, December 2020.
Acceptance rate: 28.3%
[Dataset]
On the Relation between Position Information and Sentence Length in Neural Machine Translation
Masato Neishi, Naoki Yoshinaga
The 23rd Conference on Computational Natural Language Learning (CoNLL 2019), Hong Kong, Novermber 2019.
Acceptance rate: 22.66%
[Poster] [Code]
A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch Size
Masato Neishi, Jin Sakuma, Satoshi Tohda, Shonosuke Ishiwatari, Naoki Yoshinaga, Masashi Toyoda
2018 Asian Universities Alliance Postgraduate Academic Forum (AUAPAF 2018), Beijing, October 2018.
[Slide]

Non-Refereed

ニューラル機械翻訳のためのノイズ寛容なアンカー学習
根石 将人, 吉永 直樹
言語処理学会第29回年次大会, 沖縄, 2023年3月
[Poster]
宿の推薦根拠説明システムにおける魅力度の考慮と実用を見据えた評価
Shin Kanouchi, Masato Neishi, Yuta Hayashibe, Hiroki Ohuchi, Naoaki Okazaki
The 27th Annual Meeting of the Association for Natural Language Processing, Online, March 2021
宿推薦における抽象的な要求に対する根拠付き推薦文の生成のためのレビュー返信文の活用
Masato Neishi, Shin Kanouchi, Hiroki Ouchi
The 15th NLP Symposium for Young Researchers, Online, September 2020
[Poster]
旅行情報サイトのレビューを用いた抽象的な要求に対する根拠付き推薦文の生成
Shin Kanouchi, Masato Neishi, Yuta Hayashibe, Naoaki Okazaki
The 26th Annual Meeting of the Association for Natural Language Processing, Online, March 2020
英日翻訳タスクにおけるスワップモデルを通した seq2seq と Transformer の比較
Masato Neishi, Naoki Yoshinaga
The 25th Annual Meeting of the Association for Natural Language Processing, Nagoya, March 2019
[Poster] [Revision of the proceeding paper]
高性能なオートエンコーダとのマルチタスク学習を利用したニューラル機械翻訳
Masato Neishi, Naoki Yoshinaga
The 13th NLP Symposium for Young Researchers, Okayama, August 2018
[Poster]
A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch Size
Masato Neishi, Jin Sakuma, Satoshi Tohda, Shonosuke Ishiwatari, Naoki Yoshinaga, Masashi Toyoda
The 4th Workshop on Asian Translation (WAT 2017), Taipei, November 2017.
[Poster]
ニューラル機械翻訳における埋め込み層の教師なし事前学習
(Unsupervised Embedding Layer Initialization for Neural Machine Translation)
Masato Neishi, Jin Sakuma, Satoshi Tohda, Shonosuke Ishiwatari, Naoki Yoshinaga, Masashi Toyoda
The 233th Meeting on Natural Language Processing, IPSJ
[Slide]

Experience

  • 2023/04 - : The Young Researcher Association for NLP Studies, Committee Member
  • 2019/06 - 2021/03: Megagon Labs, Data Scientist Intern
  • 2018/11 - 2019/02: Recruit Technologies Co., Ltd., Data Scientist Intern

Fellowships

  • Japan Student Services Organization Scholership: 2018/04 - 2019/03

Awards

  • Japan Student Services Organization Scholership: Repayment Exemption of the Scholership (2019)
    • Excellent Grades

Links