Natural Language Processing
Spring 2004
Fridays,
9:10 ~12:00 AM
Instructor:
Berlin Chen
Topic List and Schedule
2/20 |
Course Overview &
Introduction Linguistic Essentials |
HW-1 Write a Chinese
Input System (Due 4/2) |
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2/27 |
Linguistic Essentials |
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3/5 |
Mathematical
Foundations, 朱惠銘 |
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3/12 |
Mathematical
Foundations, 朱惠銘 Part-of-Speech Tagging |
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3/19 |
Break (ICDAT
2004) |
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3/26 |
Collections, 張志豪 |
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4/2 |
Part-of-Speech
Tagging Parsing with Context-Free Grammars |
HW-2 Write a HMM
Tagger (the training phase should be included) (Due 4/30) |
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4/9 |
Break (Talk at
NCKU) |
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4/16 |
N-gram Language
Modeling, 黃耀民 Parsing with Context-Free Grammars |
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4/23 |
Midterm |
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4/30 |
Word Sense
Disambiguation 劉成韋 |
HW-3 (Due 5/7) |
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5/7 |
Probabilistic
Context-Free Grammars |
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5/14 |
Text Categorization
顏永泰 |
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5/21 |
Break (ICASSP
2004) |
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5/28 |
Paper Survey |
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6/4 |
Statistical Alignment
and Machine Translation |
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6/11 |
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6/18 |
FINAL |
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Textbook:
1. | D. Jurafsky and J. H. Martin, Speech and Language Processing, Prentice-Hall, 2000. | |
2. | C. Manning and H. Schutze, Foundations of Statistical Natural Language Processing, MIT Press, 1999. |
References:
Books:
1. | J. Allen, Natural Language Understanding, Benjamin/Cummings Publishing Co, 1995. | |
2. | X. Huang, A. Acero, H. Hon, Spoken Language Processing, Prentice Hall, 2001. |
Papers:
Corpora:
1. | The Association for Computational Linguistics and Chinese Language Processing | |
Grading:
1. Midterm and Final: 40%
2. Homework: 25%
3. Project: 20%
4. Attendance/Other: 15%