University of Tsukuba | Grad. Scho. Syst. and Info. Eng. | Dept. Comp. Sci. | List of Courses
計算言語学特論_E
Instructor(s)
Takashi Inui
E-Mail inui@cs.tsukuba.ac.jp
URL
Office hours
Cource# 01CH611
Area Intelligent Systems
Basic/Advanced
Course style lecture
Term FallAB
Period Tue5,6
Room# 3B303
Keywords natural language processing, linguistics, language resources
Prerequisites
Goal
Outline Natural Language Processing with linguistic perspectives will be discussed. Language resources such as corpus and machine readable dictionaries will also be introduced.
Course plan introduction to computational linguistics (Week 1)

Fundamentals (Weeks 2 - 6)
- Part-of-speech tagging
- Syntactic parsing
- Semantic analysis
- Anaphora resolution
- Named entity recognition

Applications and Techniques (Weeks 7 - 10)
- Information extraction
- Text categorization
- Sentiment analysis

Textbook
References Christopher Manning and Hinrich Schutze, Foundations of Statistical Natural Language Processing, MIT Press, 1999.
Daniel Jurafsky and James H. Martin, Speech and Language Processing, Pearson Education International, 2008.
Evaluation Evaluated based on attendance and reports
TF / TA
Misc.
TOP