Machine Learning and Language Understanding Lab

Graduate School of Information Science
Japan Advanced Institute of Science and Technology (JAIST)

 

 

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Faculty Member: 


 Associate Prof. Nguyen Minh Le

 

Lectures: Machine Learning(I239), Logic Inference and Knowledge Representation (i236), Natural Language Processing (i223) 

 

Students:

  D3.  Tran Duc Vu

  D3.  Nguyen Thanh Huy

  D3.  Nguyen Tien huy

  D1.  Le Thanh Tung

  D2.  Vu Khac Sinh

  D0.   M.M. Zin

  D0.   Nguyen Ha Thanh

  M1.  Dang Hoang Anh

  M2.  Dang Tran Binh

  M2.  Nguyen Dinh Thao

  M2.  Bui Minh Quan

  M2.  Chen Laifu

  M1.   Gao Yue

  M1.   Cao Yiming


Tokyo Students:

   Nogami Masatugu

   Sukegawa Nobuaki

   Kumazawa Yuuki

   Katsunori Manabu

   Ito Yasuaki

 

Formal Students:  

 Mr. Yoshioka Kohei

  Research theme:  Machine Translation

 Mr. Ichino Takuro

  Research theme:  Opinion Mining

 Dr.  Le Thi Ngoc Tho (Co-supervisor with Professor Akira Shimazu)

Research theme:  Legal Engineering

 Dr.  Trieu Hai Long    (2014-2017) 

 Dr.  Nguyen Minh Tien (2014-2017)

 Dr.  Phan Viet Anh       (2014-2017)

 Dr.  Nguyen Truong Son (2015-2018)

 Dr.  Tran Van Khanh      (2015-2018)

 Dr.  Danilo S. Carvahol  (2014-2017)

 Mr.  Tran Xuan Chien   (2015-2017)

 Mr.  Ong Hong Xuan    (2013-2015)

 Mr.  Do Khac Phong    (2015-2017)

 Mr.  Chau Ngoc Phuong (2015-2017)

 Mr.  Lai Dac Viet (2016-2018)

 Mr.  Pham Trung Tin  (2016-2018)

 

 Students at UET (Vietnam National University, Hanoi)


Tran Mai Vu (with A. Prof. Ha Quang Thuy)

Tran Hong Viet (with Dr. Nguyen Van Vinh)

Nguyen Thi Xuan Huong (with A.Prof. Le Anh Cuong)

Pham Dung Hong (with A. Prof. Le Anh Cuong)

 

Alumni

 Internship students

1.    Quan Tran

2.    Do Duc Kien

3.    Nguyen Dinh Nien

4.    Nguyen Khanh Thinh

   

 Co-supervisors (with Prof. Shimazu)

   Pham Quang Nhat Minh (Ph.D 2014) 

   Ngo Xuan Bach (Ph.D 2014)

   Tran Thi Oanh (Ph.D 2014)

   Bui Thanh Hung (Ph.D 2013)

   John Quest (Ph.D 2013)

   Nguyen Viet Cuong (Ph.D 2011)

   

 Research Interests

Machine Learning

Statistical Learning Models, Deep Learning, structured prediction, Representation Learning, Language and Its connection with Logic Reasoning

 

Language Understanding

     Semantic Parsing,  Word Sense Disambiguation, Machine Reading, Textual Entailment Recognition

 

Learning for NLP and Text Mining

Text Summarization:  Sentence compression, Multiple documents summarization, multilingual summarization, cross lingual summarization

      Machine Translation:      Example based machine translationStatistical based machine translation

      Question and Answering:  Learning to rank for QA, Community based QA, Question and Answering for specific domain.

Mining Text and Web:  Sentiment Classification, Opinion Mining 

 

 Legal Engineering

   Natural language processing for legal documents

 

 Grammatical Analysis of Music

     

 

 

 


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This site was last updated 11/15/04