SHINNOU Hiroyuki

J-GLOBAL         Last updated: Sep 4, 2019 at 02:41
 
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Name
SHINNOU Hiroyuki
URL
http://nlp.dse.ibaraki.ac.jp/~shinnou
Affiliation
Ibaraki University
Section
Graduate School of Science and Engineering (Engineering), Department of Computer and Information Sciences
Job title
Professor
Degree
Doctor of Engineering(Tokyo Institute of Technology)
Research funding number
10250987

Research Areas

 
 

Academic & Professional Experience

 
Apr 1987
 - 
Apr 1988
Fuji Xerox Co., Ltd.
 
May 1988
 - 
Mar 1993
Matsushita Electronic Components Co., Ltd.
 
Apr 1993
   
 
Faculty of Engineering, Ibaraki University
 

Education

 
Apr 1981
 - 
Mar 1985
Information Science, Faculty of Science, Tokyo Institute of Technology
 
Apr 1985
 - 
Mar 1987
Information Science, Graduate School, Division of Information Science, Tokyo Institute of 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 Shinnou
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]
Domain Adaptation using Word Embeddings for Word Sense Disambiguation
Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, Manabu Okumura
Natural Language Processing   25(4)    Sep 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 Shinnou
JADH 2018      Sep 2018   [Refereed]
Comparison of Methods to Annotate Named Entity Corpora
Kanako Komiya, Masaya Suzuki, Tomoya Iwakura, Minoru Sasaki, Hiroyuki Shinnou
Transactions on Asian and Low-Resource Language Information Processing   17(4)    Aug 2018   [Refereed]
Investigating Effective Parameters for Fine-tuning of Word Embeddings Using Only a Small Corpus
Kanako Komiya, Hiroyuki Shinnou
DeepLo 2018, Workshop of ACL 2018,      Jul 2018   [Refereed]
All-words Word Sense Disambiguation Using Concept Embeddings
Rui Suzuki, Kanako Komiya, Masayuki Asahara, Minoru Sasaki and Hiroyuki Shinnou
LREC 2018      May 2018   [Refereed]
Distributed Representation vs. Context Vector: Comparison of Features for Japanese Onomatopoeia Classification
Kanako Komiya, Minoru Sasaki, and Hiroyuki Shinnou
CICLING 2018      Apr 2018   [Refereed]
nwjc2vec:国語研日本語ウェブコーパスから構築した単語の分散表現データ
新納浩幸, 浅原正幸, 古宮嘉那子, 佐々木稔
自然言語処理   24(5) 705-720   Dec 2017   [Refereed]
Japanese all-words WSD system using the Kyoto Text Analysis ToolKit
Hiroyuki Shinnou, Kanako Komiya, Minoru Sasaki, and Shinsuke Mori
PACLIC-31      Nov 2017
Cross-lingual Product Recommendation System Using Collaborative Filtering,
Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, Yoshiyuki Kotani
Natural Language Processing   24(4) 579-596   Oct 2017   [Refereed]
Domain Adaptation for Document Classification by Alternately Using Semi-supervised Learning and Feature Weighted Learning
Hiroyuki Shinnou, Kanako Komiya and Minoru Sasaki
PACLING 2017      Aug 2017   [Refereed]
Domain Adaptation for Word Sense Disambiguation Using Word Embeddings
Kanako Komiya, Shota Suzuki, Minoru Sasaki, Hiroyuki Shinnou, and Manabu Okumura
CICLING 2017      Apr 2017   [Refereed]
Supervised Word Sense Disambiguation with Sentences Similarities from Context Word Embeddings
Shoma Yamaki, Hiroyuki Shinnou, Kanako Komiya and Minoru Sasaki
PACLIC-30      Oct 2016
Word Sense Disambiguation Using Active Learning with Pseudo Examples
Minoru Sasaki, Katsumune Terauchi, Kanako Komiya, Hiroyuki Shinnou
SEMAPRO-2016   59-63   Oct 2016   [Refereed]
Selecting Training Data for Unsupervised Domain Adaptation in Word Sense Disambiguation
Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, Yoshiyuki Kotani and Manabu Okumura
PRICAI-2016   220-232   Aug 2016   [Refereed]
Comparison of Annotating Methods for Named Entity Corpora
Kanako Komiya, Masaya Suzuki, Tomoya Iwakura, Minoru Sasaki, Hiroyuki Shinnou
LAW-X 2016, Workshop of ACL-2016   59-67   Jul 2016   [Refereed]
Estimating Concept Embeddings from Their Child Concepts
Tatsuya Oono, Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou
ICT-IPSC 2016      May 2016   [Refereed]
クラスタリングを利用した語義曖昧性解消の誤り原因のタイプ分け
新納浩幸,村田真樹,白井清昭,福本文代,藤田早苗,佐々木稔,古宮嘉那子,乾孝司,
自然言語処理   22(5) 319-362   2015   [Refereed]
共変量シフト下の学習による語義曖昧性解消の教師なし領域適応
新納浩幸、佐々木稔
自然言語処理   21(5) 1011-1035   Sep 2014
共変量シフトの問題としての語義曖昧性解消の領域適応
新納浩幸,佐々木稔
自然言語処理   21(1) 61-79   Jan 2014   [Refereed]
Domain Adaptation for Word Sense Disambiguation using k-Nearest Neighbor Algorithm and Topic Model
Hiroyuki Shinnou and Minoru Sasaki
Journal of Natural Language Processing   20(5) 707-726   Dec 2013   [Refereed]
Combined Use of Topic Models on Unsupervised Domain Adaptation for Word Sense Disambiguation
Shinya Kunii and Hiroyuki Shinnou
PACLIC-27   415-422   Nov 2013
外れ値検出手法を利用した新語義の検出
新納浩幸,佐々木稔
自然言語処理   19(4) 303-327   2012   [Refereed]
Word Sense Disambiguation Based on Distance Metric Learning from Training Documents
Minoru Sasaki and Hiroyuki Shinnou
The Sixth International Conference on Advances in Semantic Processing (SEMAPRO2012)      2012
Detection of Peculiar Word Sense by Distance Metric Learning with Labeled Examples
Minoru Sasaki and Hiroyuki Shinnou
LREC-2012      2012   [Refereed]
Detection of Peculiar Examples using LOF and One Class SVM
Hiroyuki Shinnou and Minoru Sasaki
LREC-2010      2010   [Refereed]
Division of Example Sentences Based on the Meaning of a Target Word Using Semi-supervised Clustering
Hiroyuki Shinnou and Minoru Sasaki
LREC-2008      2008
Spectral Clustering for a Large Data Set by Reducing the Similarity Matrix Size
Hiroyuki Shinnou and Minoru Sasaki
LREC-2008      2008
Ping-pong Document Clustering using NMF and Linkage-Based Refinement
Hiroyuki Shinnou and Minoru Sasaki
LREC-2008      2008   [Refereed]
Refinement of document clustering by using NMF
Hiroyuki Shinnou and Minoru Sasaki
PACLIC-21      2007   [Refereed]
Ensemble Document Clustering Using Weighted Hypergraph Generated by NMF
Hiroyuki Shinnou and Minoru Sasaki
ACL-2007      2007   [Refereed]
NMFによる重み付きハイパーグラフを用いたアンサンブル文書クラスタリング
新納浩幸,佐々木稔
自然言語処理   14(5) 107-122   2007
Spam Detection Using Text Clustering
Minoru Sasaki and Hiroyuki Shinnou
International Conference on CYBERWORLDS      2005   [Refereed]
Information Retrieval System using Latent Contextual Relevance
Minoru Sasaki and Hiroyuki Shinnou
LREC-2004      2004   [Refereed]
Semi-supervised learning by Fuzzy clustering and Ensemble learning
Hiroyuki Shinnou and Minoru Sasaki
LREC-2004      2004   [Refereed]
Learning of word sense disambiguation rules by Belief Networks
Hiroyuki Shinnou and Minoru Sasaki
PACLING-03      2003   [Refereed]
Automatic thesaurus construction using word clustering
Minoru Sasaki and Hiroyuki Shinnou
PACLING-03      2003   [Refereed]
Unsupervised learning of word sense disambiguation rules by estimating an optimum iteration number in the EM algorithm
Hiroyuki Shinnou and Minoru Sasaki
Seventh Conference on Natural Language Learning      2003   [Refereed]
EMアルゴリズムの最適ループ回数の予測を用いた語義判別規則の教師なし学習
新納浩幸,佐々木稔
情報処理学会論文誌   44(12) 3211-3220   2003
日本語翻訳タスクへの帰納論理プログラミングの適用
新納浩幸,阿部修也
自然言語処理   10(3) 75-85   2003
EMアルゴリズムを用いた教師なし学習の日本語翻訳タスクへの適用
新納浩幸
自然言語処理   10(3) 61-73   2003
SVDPACKCとその語義判別問題への利用
新納浩幸,佐々木稔
自然言語処理   10(2) 129-149   2003
Learning of word sense disambiguation rules by Co-training, checking co-occurrence of features
Hiroyuki Shinnou
LREC-02      2002   [Refereed]
Detection of errors in training data by using a decision list and Adaboost
Hiroyuki Shinnou
IJCAI-2001 workshop, "Text Learning: Beyond Supervision"      2001   [Refereed]
日本語形態素解析の分類問題への変換とその解法
新納浩幸
情報処理学会論文誌   42(9) 2221-2228   2001
決定リストを弱学習器としたアダブーストによる日本語単語分割
新納浩幸
自然言語処理   8(2) 3-18   2001
Deterministic Japanese Word Segmentation by Decision List Method
Hiroyuki Shinnou
PRICAI-2000      2000   [Refereed]
Extraction of unknown words using the probability of accepting the Kanji Character sequence as one word
H. Shinnou and M. Ikeya
LREC-2000      2000

Misc

 
Hybrid Method of Semi-supervised Learning and Feature Weighted Learning for Domain Adaptation of Document Classification
Hiroyuki Shinnou, Liying Xiao, Minoru Sasaki and Kanako Komiya
PACLIC-29      Oct 2015   [Refereed]
Unsupervised Domain Adaptation for Word Sense Disambiguation using Stacked Denoising Autoencoder
Kazuhei Kouno, Hiroyuki Shinnou, Minoru Sasaki and Kanako Komiya
PACLIC-29      Oct 2015   [Refereed]
Learning under Covariate Shift for Domain Adaptation for Word Sense Disambiguation
Hiroyuki Shinnou, Minoru Sasaki and Kanako Komiya
PACLIC-29      Oct 2015   [Refereed]
Surrounding Word Sense Model for Japanese All-words Word Sense Disambiguation
Kanako Komiya, Yuto Sasaki, Hajime Morita, Minoru Sasaki, Hiroyuki Shinnou and Yoshiyuki Kotani
PACLIC-29      Oct 2015   [Refereed]
Domain Adaptation with Filtering for Named Entity Extraction of Japanese Anime-Related Words
Kanako Komiya, Daichi EDAMURA, Ryuta TAMURA, Minoru SASAKI, Hiroyuki SHINNOU and Yoshiyuki KOTANI
RANLP-2015      Sep 2015   [Refereed]

Books etc

 
Chainer v2 による実践深層学習
Hiroyuki Shinnou
オーム社   Sep 2017   ISBN:978-4274221071
人工知能学大事典
人工知能学会 (Part:Joint Work, 「語義曖昧性解消」の章を執筆)
共立出版   Jul 2017   ISBN:978-4320124202
Make your own neural network
Tariq Rashid (Part:Single Translation, 単独和訳)
マイナビ出版   Apr 2017   ISBN:978-4839962258
Chainer による実践深層学習
オーム社   Sep 2016   ISBN:978-4274219344
言語処理学事典
言語処理学会 (Part:Joint Work, 「語義曖昧性解消」の章を執筆)
共立出版   Dec 2009   ISBN:978-4320122383

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
国語研言語資源活用ワークショップ   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
国語研言語資源活用ワークショップ   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
国語研言語資源活用ワークショップ   Sep 2018   
分散表現のファインチューニングによる語義曖昧性解消の領域適応
柳沼 大輝, 古宮 嘉那子, 新納 浩幸
情報処理学会第236回自然言語処理研究会   May 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
言語処理学会第24回年次大会   Mar 2018   

Research Grants & Projects

 
Development of All-Words WSD Systems and Construction of a Correspondence Table between WLSP (Word List by Semantic Principles) and IJD (Iwanami Japanese Dictionary) by These Systems
Project Year: Oct 2016 - Mar 2018    Investigator(s): Hiroyuki Shinnou