Takamura Hiroya

タカムラヒロヤ | Takamura Hiroya

Affiliation and department：
Job title： Professor

Research field (1)： Intelligent informatics

Research keywords (2)： Natural language processing , 自然語処理

Research theme for competitive and other funds (18)：

2020 - 2023 4D Earth Captioning
2018 - 2023 表現学習による語彙的変異の通言語的研究
2017 - 2020 Text Summarization Based on the Combination of Neural Models and Optimization Technologies
2014 - 2017 Computational approach for finding a quantitative law on human word recognition
2014 - 2017 Development of methods for extractive and abstractive text summarization based on machine learning with large-scale data

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Papers (43)：

Wenjie Zhong, Jason Naradowsky, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao. Who Said What: Formalization and Benchmarks for the Task of Quote Attribution. LREC/COLING. 2024. 17588-17602
Edison Marrese-Taylor, Yumi Hamazono, Tatsuya Ishigaki, Goran Topić, Yusuke Miyao, Ichiro Kobayashi, Hiroya Takamura. Open-domain Video Commentary Generation. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. 2022
Kasumi Aoki, Akira Miyazawa, Tatsuya Ishigaki, Tatsuya Aoki, Hiroshi Noji, Keiichi Goshima, Hiroya Takamura, Yusuke Miyao, Ichiro Kobayashi. Controlling contents in data-to-document generation with human-designed topic labels. Computer Speech and Language. 2021. 66
Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Manabu Okumura, Hiroya Takamura. Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers. CoRR. 2021. abs/2102.00819
Yukun Feng, Chenlong Hu, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Improving Character-Aware Neural Language Model by Warming up Character Encoder under Skip-gram Architecture. Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021)(RANLP). 2021. 421-427

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MISC (52)：

小林尚輝, 田村晃裕, 二宮崇, 高村大也, 奥村学. 双方向翻訳のための中間表現制約を用いたニューラル機械翻訳. 言語処理学会第24回年次大会発表論文集. 2018. 300-303
鵜川新, 田村晃裕, 二宮崇, 高村大也, 高村大也, 奥村学. 固有表現情報を用いたニューラル機械翻訳. 言語処理学会年次大会発表論文集(Web). 2018. 24th. ROMBUNNO.B1-2 (WEB ONLY)
Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu Okumura, Eiichiro Sumita. Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric Bayesian Model. 2017. 58. 10
Yuji Kihara, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Construction of a System to Prevent Identification of User Accounts on Different Social Media Platforms. IPSJ SIG Notes. 2014. 2014. 19. 1-6
Yuji Kihara, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Construction of a System to Prevent Identification of User Accounts on Different Social Media Platforms. IPSJ SIG Notes. 2014. 2014. 19. 1-6

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Books (2)：

Lectures and oral presentations (51)：

Text Summarization Model based on Maximum Coverage Problem and its Variant
(EACL 2009 2009)
Cool Blog Classification from Positive and Unlabled Examples
(PAKDD2009 2009)
Structured Output Learning with Polynomial Kernel
(RANLP-09 2009)
Text Summarization Model based on the Budgeted Median Problem
(CIKM 2009 2009)
Sentiment Classification with Support Vector Machines and Multiple Kernel Functions
(16th International Conference on Neural Information Processing 2009)

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Education (3)：

- 2003 Nara Institute of Science and Technology Graduate School, Division of Information Science
- 2000 The University of Tokyo Graduate School, Division of Engineering
- 1997 The University of Tokyo

Professional career (1)：

Work history (3)：

2017/10 - 2021/03 Tokyo Institute of Technology Professor
- 2017 Tokyo Institute of Technology Institute of Innovative Research Associate Professor
2003 - Tokyo Institute of Technology Precision and Intelligence Laboratory Assistant Professor

Association Membership(s) (2)：

IPSJ , 情報処理学会

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