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計算言語学特論_E
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| Instructor(s) |
Takashi Inui
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| inui@cs.tsukuba.ac.jp | |
| URL | |
| Office hours | |
| Cource# | 01CH611 |
| Area | Intelligent Systems |
| Basic/Advanced | 専門科目 |
| Course style | lecture |
| Term | FallAB |
| Period | Tue5,6 |
| Room# | 3B303 |
| Keywords | natural language processing, linguistics, language resources |
| Prerequisites | |
| relation degree program competence | Knowledge Utilization Skills,Management Skills,Communication Skills,Research Skills,Expert Knowledge |
| 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 some reports |
| TF / TA | |
| Misc. | |