DUH Kevin DUH Kevin

Researcher Number	80637322
Affiliation (based on the past Project Information) *help	2012 – 2017: 奈良先端科学技術大学院大学, 情報科学研究科, 助教
Review Section/Research Field	Principal Investigator Intelligent informatics / Intelligent informatics Except Principal Investigator Perceptual information processing / Intelligent informatics / Perception information processing/Intelligent robotics / Intelligent informatics
Keywords	Principal Investigator 機械学習 / 自然言語処理 / 機械学種 Except Principal Investigator 音声認識 / 統語解析 / 機械学習 / 自然言語処理 / 国際研究者交流（アメリカ） / 音声合成 / 言語モデル … More / 音響モデル / ディープニューラルネットワーク / 音声等認識 / 情報工学 / 教師なし適応 / 教師なし学習 / 進化的アルゴリズム / ブラックボックス最適化 / 強化学習 / 高性能音声認識システム / 半教師あり学習 / モデル構造最適化 / 深層学習 / 音声言語情報処理 / 構文解析 / 構文パターン / 並列構造解析 / 多言語処理 / コーパス / アノテーション / 依存構造解析 / 複文構造 / 並列構造 / 同時通訳 / 音声自動通訳 / 機械翻訳 / 音声翻訳 / 音声情報処理 / 言語資源 / 大域情報 / 同時処理 / 述語項構造解析 / 形態素解析 Less

Improvement of Syntactic Dependency Analysis by Syntax Pattern Acquisition and Coordinate Structure Analysis
- Principal Investigator
  
  Matsumoto Yuji
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  Nara Institute of Science and Technology
Self-Organized Learning of Speech Recognition and Synthesis Systems
- Principal Investigator
  
  Shinozaki Takahiro
- Project Period (FY)
  2014 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Perceptual information processing
- Research Institution
  Tokyo Institute of Technology
動的に文脈適応する語彙表現の学習Principal Investigator
- Principal Investigator
  
  Duh Kevin (DUH Kevin)
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Nara Institute of Science and Technology
Simultaneous speech translation methods for news and lectures in foreign languages
- Principal Investigator
  
  Nakamura Satoshi
- Project Period (FY)
  2012 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Perception information processing/Intelligent robotics
- Research Institution
  Nara Institute of Science and Technology
Learning Robust Word Representations for Natural Language ProcessingPrincipal Investigator
- Principal Investigator
  
  DUH Kevin
- Project Period (FY)
  2012 – 2013
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Intelligent informatics
- Research Institution
  Nara Institute of Science and Technology
Joint Natural Language Processing with Global Information
- Principal Investigator
  
  MATSUMOTO Yuji
- Project Period (FY)
  2011 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  Nara Institute of Science and Technology

All 2017 2016 2015 2014 2013 Other

All Journal Article Presentation

[Journal Article] 進化的戦略を用いたニューラル機械翻訳システムの自動最適化2017
- Author(s)
  覃浩，篠崎隆宏, Duh Kevin
- Journal Title
  
  日本音響学会2017年秋季研究発表会講演論文集
  
  Volume: - Pages: 1397-1398
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26280055
[Journal Article] Evolution Strategy Based Automatic Tuning of Neural Machine Translation Systems2017
- Author(s)
  Hao Qin, Takahiro Shinozaki, Kevin Duh
- Journal Title
  
  Proc. International Workshop on Spoken Language Translation (IWSLT)
  
  Volume: - Pages: 120-128
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26280055
[Journal Article] Evolutionary optimization of Long Short-Term Memory neural network language model2016
- Author(s)
  Tomohiro Tanaka, Takafumi Moriya, Takahiro Shinozaki, Shinji Watanabe, Takaaki Hori, Kevin Duh
- Journal Title
  
  Journal of the Acoustical Sciety of America
  
  Volume: 140.4 Issue: 4_Supplement Pages: 3062-3062
- DOI
  10.1121/1.4969532
- Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26280055
[Journal Article] Transition-Based Dependency Parsing Exploiting Supertags2016
- Author(s)
  Hiroki Ouchi, Kevin Duh, Hiroyuki Shindo, and Yuji Matsumoto
- Journal Title
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing
  
  Volume: 24 Issue: 11 Pages: 2059-2068
- DOI
  10.1109/taslp.2016.2598310
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26240035, KAKENHI-PROJECT-15K16053
[Journal Article] AUTOMATED STRUCTURE DISCOVERY AND PARAMETER TUNING OF NEURAL NETWORK LANGUAGE MODEL BASED ON EVOLUTION STRATEGY2016
- Author(s)
  Tomohiro Tanaka, Takafumi Moriya, Takahiro Shinozaki, Shinji Watanabe, Takaaki Hori, Kevin Duh
- Journal Title
  
  Proc. Spoken Language Technology
  
  Volume: - Pages: 665-671
- DOI
  10.1109/slt.2016.7846334
- Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26280055
[Journal Article] Automation of System Building for State-of-the-art Large Vocabulary Speech Recognition Using Evolution Strategy2015
- Author(s)
  Takafumi Moriya, Tomohiro Tanaka, Takahiro Shinozaki, Shinji Watanabe, Kevin Duh
- Journal Title
  
  Proc. IEEE ASRU
  
  Volume: 1 Pages: 610-616
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26280055
[Presentation] 進化的戦略を用いたリカレントニューラルネットワーク言語モデルの最適化2016
- Author(s)
  田中智大, 森谷崇史, 篠崎隆宏, 渡部晋治, 堀貴明, Kevin Duh
- Organizer
  日本音響学会秋季研究発表会
- Place of Presentation
  富山大学（富山県富山市）
- Year and Date
  2016-09-14
- Data Source
  KAKENHI-PROJECT-26280055
[Presentation] A Generalized Framework for Hierarchical Word Sequence Language Model2016
- Author(s)
  Xiaoyi Wu, Kevin Duh, and Yuji Matsumoto
- Organizer
  The 30th Pacific Asia Conference on Language, Information and Computation
- Place of Presentation
  Seoul, Korea
- Year and Date
  2016-10-29
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26240035
[Presentation] 進化的戦略による高精度大語彙音声認識システムの多目的最適化2016
- Author(s)
  森谷崇史，田中智大，篠崎隆宏，渡部晋治，Duh Kevin
- Organizer
  日本音響学会
- Place of Presentation
  桐蔭横浜大学 (神奈川横浜市)
- Year and Date
  2016-03-09
- Data Source
  KAKENHI-PROJECT-26280055
[Presentation] パレート最適と進化的戦略を用いた高精度大語彙音声認識システム構築の自動化2015
- Author(s)
  森谷崇史, 田中智大・篠崎隆宏, 渡部晋治, Duh, Kevin
- Organizer
  電子情報通信学会音声研究会
- Place of Presentation
  名古屋工業大学（名古屋市昭和区御器所町）
- Year and Date
  2015-12-02
- Data Source
  KAKENHI-PROJECT-26280055
[Presentation] Joint Case Argument Identification for Japanese Predicate Argument Structure Analysis2015
- Author(s)
  Hiroki Ouchi, Hiroyuki Shindo, Kevin Duh, Yuji Matsumoto
- Organizer
  Annual Meeting of the Association for Computational Linguistics
- Place of Presentation
  China National Convention Center, Beijing, China
- Year and Date
  2015-07-26
- Data Source
  KAKENHI-PROJECT-26730121
[Presentation] An Improved Hierarchical Word Sequence Language Model Using Word Association2015
- Author(s)
  Xiaoyi Wu, Yuji Matsumoto, Kevin Duh, Hiroyuki Shindo
- Organizer
  Statistical Language and Speech Processing
- Place of Presentation
  Budapest, Hungary
- Year and Date
  2015-11-24
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26240035
[Presentation] Deep Learningの基礎と言語処理への応用（チュートリアル）2014
- Author(s)
  Kevin Duh
- Organizer
  言語処理学会第２０回年次大会
- Place of Presentation
  北海道大学
- Invited
- Data Source
  KAKENHI-PROJECT-24800041
[Presentation] Adaptation Data Selection using Neural Language Models : Experiments in Machine Translation2013
- Author(s)
  K Duh, G Neubig, K Sudoh, and H Tsukada
- Organizer
  Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL)
- Place of Presentation
  Sofia, Bulgaria
- Year and Date
  2013-08-06
- Data Source
  KAKENHI-PROJECT-24800041
[Presentation] What information is helpful for dependency based semantic role labeling2013
- Author(s)
  Yanyan Luo, Kevin Duh, and Yuji Matsumoto
- Organizer
  The International Joint Conference on Natural Language Processing
- Place of Presentation
  愛知県名古屋市
- Data Source
  KAKENHI-PROJECT-23240020
[Presentation] Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks2013
- Author(s)
  Masashi Tsubaki, Kevin Duh, Masashi Shimbo, Yuji Matsumoto
- Organizer
  The 2013 Conference on Empirical Methods in Natural Language Processing
- Place of Presentation
  Grand Hyatt, Seattle, USA
- Data Source
  KAKENHI-PROJECT-24800041
[Presentation] An Empirical Investigation of Word Representations for Parsing the Web2013
- Author(s)
  S Hisamoto, K Duh, and Y Matsumoto
- Organizer
  言語処理学会第19回年次大会発表論文集
- Place of Presentation
  名古屋大学
- Year and Date
  2013-03-14
- Data Source
  KAKENHI-PROJECT-24800041
[Presentation] What information is helpful for dependency based semantic role labeling2013
- Author(s)
  Yanyan Luo, Kevin Duh, and Yuji Matsumoto
- Organizer
  Proceedings of the International Joint Conference on Natural Language Processing
- Place of Presentation
  Nagoya, Japan
- Year and Date
  2013-10-16
- Data Source
  KAKENHI-PROJECT-23240020
[Presentation] A Hybrid Chinese Spelling Correction Using Language Model and Statistical Machine Translation with Reranking2013
- Author(s)
  Xiaodong Liu, Fei Cheng, Yanyan Luo, Kevin Duh, and Yuji Matsumoto
- Organizer
  Proceedings of the 7th SIGHAN Workshop on Chinese Language Processing
- Place of Presentation
  Nagoya, Japan
- Year and Date
  2013-10-14
- Data Source
  KAKENHI-PROJECT-23240020
[Presentation] Modeling and Learning Semantic Co-Compositionality through Prototype Projection and Neural Networks2013
- Author(s)
  M Tsubaki, K Duh, M Shimbo, and Y Matsumoto
- Organizer
  Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Place of Presentation
  Seattle, USA.
- Year and Date
  2013-10-18
- Data Source
  KAKENHI-PROJECT-24800041
[Presentation] Adaptation Data Selection using Neural Language Models: Experiments in Machine Translation2013
- Author(s)
  Kevin Duh, Graham Neubig, Katsuhito Sudoh, Hajime Tsukada
- Organizer
  The 51th Annual Meeting of the Association for Computational Linguistics
- Place of Presentation
  National Palace of Culture, Sofia, Bulgaria
- Data Source
  KAKENHI-PROJECT-24800041
[Presentation] Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks2013
- Author(s)
  Masashi Tsubaki, Kevin Duh, Masashi Shimbo, and Yuji Matsumoto
- Organizer
  Proceedings of the Conference on Empirical Methods in Natural Language Processing
- Place of Presentation
  Seattle, USA
- Year and Date
  2013-10-19
- Data Source
  KAKENHI-PROJECT-23240020
[Presentation] Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks2013
- Author(s)
  Masashi Tsubaki, Kevin Duh, Masashi Shimbo, and Yuji Matsumoto
- Organizer
  The Conference on Empirical Methods in Natural Language Processing
- Place of Presentation
  Seattle, USA
- Data Source
  KAKENHI-PROJECT-23240020
[Presentation] Incorporating Both Distributional and Relational Semantics in Word Representations
- Author(s)
  Daniel Fried, Kevin Duh
- Organizer
  International Conference on Learning Representations (2015)
- Place of Presentation
  San Diego, USA
- Year and Date
  2015-05-07 – 2015-05-09
- Data Source
  KAKENHI-PROJECT-26730121
[Presentation] Supertagの曖昧性を考慮した依存構造解析
- Author(s)
  大内啓樹, Kevin Duh, 進藤裕之, 松本裕治
- Organizer
  情報処理学会研究報告第218回自然言語処理研究会
- Place of Presentation
  首都大学東京（東京都八王子市）
- Year and Date
  2014-09-01 – 2014-09-02
- Data Source
  KAKENHI-PROJECT-26240035
[Presentation] An Empirical Investigation of Word Representations for Parsing the Web
- Author(s)
  Sorami Hisamoto, Kevin Duh, Yuji Matsumoto
- Organizer
  言語処理学会第19回年次大会
- Place of Presentation
  名古屋大学
- Data Source
  KAKENHI-PROJECT-24800041
[Presentation] A Hybrid Chinese Spelling Correction Using Language Model and Statistical Machine Translation with Reranking
- Author(s)
  Xiaodong Liu, Fei Cheng, Yanyan Luo, Kevin Duh, and Yuji Matsumoto
- Organizer
  The 7th SIGHAN Workshop on Chinese Language Processing
- Place of Presentation
  愛知県名古屋市
- Data Source
  KAKENHI-PROJECT-23240020

1. MATSUMOTO Yuji (10211575)

# of Collaborated Projects: 3 results

# of Collaborated Products: 10 results
2. SHIMBO Masashi (90311589)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
3. KOMACHI Mamoru (60581329)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
4. Nakamura Satoshi (30263429)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. Shinozaki Takahiro (80447903)

# of Collaborated Projects: 1 results

# of Collaborated Products: 8 results
6. ARAI Takayuki (80266072)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 浅原正幸 (80379528)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 戸田智基 (90403328)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. サクリアニサクティ (00395005)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. Neubig Graham (70633428)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 高道慎之介 (90784330)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 進藤裕之 (20734784)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
13. 能地宏 (00782541)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 能勢隆 (90550591)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. WATANABA Shinji

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results

DUH Kevin DUH Kevin

Research Projects

Research Products

Co-Researchers

Improvement of Syntactic Dependency Analysis by Syntax Pattern Acquisition and Coordinate Structure Analysis

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Self-Organized Learning of Speech Recognition and Synthesis Systems

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

動的に文脈適応する語彙表現の学習Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Simultaneous speech translation methods for news and lectures in foreign languages

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Learning Robust Word Representations for Natural Language ProcessingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Joint Natural Language Processing with Global Information

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] 進化的戦略を用いたニューラル機械翻訳システムの自動最適化2017

Author(s)

Journal Title

Data Source

[Journal Article] Evolution Strategy Based Automatic Tuning of Neural Machine Translation Systems2017

Author(s)

Journal Title

Data Source

[Journal Article] Evolutionary optimization of Long Short-Term Memory neural network language model2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Transition-Based Dependency Parsing Exploiting Supertags2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] AUTOMATED STRUCTURE DISCOVERY AND PARAMETER TUNING OF NEURAL NETWORK LANGUAGE MODEL BASED ON EVOLUTION STRATEGY2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Automation of System Building for State-of-the-art Large Vocabulary Speech Recognition Using Evolution Strategy2015

Author(s)

Journal Title

Data Source

[Presentation] 進化的戦略を用いたリカレントニューラルネットワーク言語モデルの最適化2016

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] A Generalized Framework for Hierarchical Word Sequence Language Model2016

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] 進化的戦略による高精度大語彙音声認識システムの多目的最適化2016

[Presentation] Deep Learningの基礎と言語処理への応用（チュートリアル）2014