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KOMIYA Kanako

 
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NameKOMIYA Kanako
URLhttp://komiya.cis.ibaraki.ac.jp/main.html
AffiliationIbaraki University
SectionGraduate School of Science and Engineering (Engineering), Department of Computer and Information Sciences
Job titleLecturer
DegreePh. D
Research funding number10592339

Profile

(教員からのメッセージ)
My researches are about knowledge processing including natural language processing and data mining.

Research Areas

 
  • Informatics / Intelligent informatics / Intelligent Informatics

Academic & Professional Experience

 
Apr 2009
 - 
Mar 2010
Researcher, Precision and Intelligence Laboratory, Tokyo Institute of Technology
 
Apr 2010
 - 
Mar 2014
Assistant Professor, Institute of Engineering, Tokyo University of Agriculture and Technology
 
Apr 2014
   
 
Lecturer, Department of Computer and Information Science, Ibaraki University
 

Education

 
Apr 2001
 - 
Mar 2005
情報コミュニケーション工学科, Faculty of Engineering, Tokyo University of Agriculture and Technology
 
Apr 2005
 - 
Mar 2006
Tokyo University of Agriculture and Technology
 
Apr 2006
 - 
Mar 2009
Tokyo University of Agriculture and Technology
 

Published Papers

 
Domain Adaptation Using a Combination of Multiple Embeddings
Hiroyuki Shinnou, Xinyu Zhao and Kanako Komiya
PACLIC 2018      Dec 2018   [Refereed]
Fine-tuning for Named Entity Recognition Using Part-of-Speech Tagging
Masaya Suzuki, Kanako Komiya, Minoru Sasaki and Hiroyuki Shinno
PACLIC 2018      Dec 2018   [Refereed]
Domain Adaptation for Sentiment Analysis using Keywords in the Target Domain as the Learning Weight
Jing Bai, Hiroyuki Shinnou and Kanako Komiya
PACLIC 2018      Dec 2018   [Refereed]
Detecting Unknown Word Senses in Contemporary Japanese Dictionary from Corpus of Historical Japanese
Aya Tanabe, Kanako Komiya, Masayuki Asahara, Minoru Sasaki and Hiroyuki ShinnouShinnou
JDAH 2018      Sep 2018   [Refereed]
Domain Adaptation using Word Embeddings for Word Sense Disambiguation
Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, Manabu Okumura
Journal of Natural Language Processing   25(4)    Sep 2018   [Refereed]

Books etc

 
Interpreting Motion Grounded Representation for Spatial Language
日本評論社   Sep 2014   ISBN:978-4-535-78712-4

Conference Activities & Talks

 
単語の分散表現を用いた領域における出現単語の特徴分析
佐々木 稔, 古宮 嘉那子, 新納 浩幸
Language Resources Workshop 2018   5 Sep 2018   
双方向 LSTM による分類語彙表番号を語義とした all-words WSD
新納浩幸,鈴木類,古宮嘉那子
Language Resources Workshop 2018   4 Sep 2018   
日本語歴史コーパスの現代語辞書における未知語義判定システム
田邊絢,古宮嘉那子,浅原正幸,佐々木稔,新納浩幸
Language Resources Workshop 2018   4 Sep 2018   
WSD of Domain Adaptation by Distributed Representation of Fine Tuning
柳沼 大輝, 古宮 嘉那子, 新納 浩幸
IPSJ SIG 2018-NL-236   9 Jul 2018   
係り受け関係を用いた短単位の単語ベクトルから長単位の単語ベクトルの合成
清藤 拓実,古宮 嘉那子,佐々木 稔,新納 浩幸
NLP2018   15 Mar 2018   

Research Grants & Projects

 
複数タグセットのタグがついたコーパスによる語義曖昧性解消の転移学習
科研費
Project Year: Apr 2018 - Mar 2020
語義曖昧性解消技術と領域適応手法を利用した情報抽出手法の研究開発
Project Year: Apr 2018 - Mar 2020
日本語歴史コーパスに対する統語・意味情報アノテーション
Project Year: Apr 2017 - Mar 2022
all-words WSDシステムの構築および分類語彙表と岩波国語辞典の対応表作成への利用
国立国語研究所: 
Project Year: Oct 2016 - Mar 2018
局所的な周辺文脈を利用した日本語の教師なしAll-words型語義曖昧性解消
Project Year: Apr 2015 - Mar 2019