| Computational Linguistics: An Introduction | Lecturer: Zhan Weidong | BBS |
| Email：zwd@pku.edu.cn | Tel：62765810 (office) | Homepage |
|
You are welcomed to the BBS
to talk about any problem that
arises in the course. Any suggestions or comments are also appreciated very much. |
||
All lecture notes for this course are downloadable.
| # | Outline | Download (pdf format) |
| 1 | Preface, Arrangement of this course, Reference, etc. | Chapter_0 |
| 2 | Introduction: what is computational linguistics? | Chapter_1 |
| 3 | Formalization of linguistic knowledge, Formal language, automata/finite state transition network, feature structure, unification | Chapter_2 |
| 4 | Modern Phrase Structure Grammar, Category-based grammar, Unification-based grammar | Chapter_3_1 |
| 5 | Word-based grammar, TAG, dependency grammar, etc. | Chapter_3_2 |
| 6 | Representation of semantic knowledge | Chapter_4_1 |
| 7 | Semantic lexicons: WordNet, FrameNet, MindNet, EDR, etc. | Chapter_4_2 |
| 8 | Discourse structure and discourse analysis | Chapter_5 |
| 9 | Corpus linguistics | Chapter_6 |
| 10 | Lexical analysis: tokenization, lemmatization, segmentation | Chapter_7_1 |
| 11 | Lexical analysis: Part-Of-Speech tagging | Chapter_7_2 |
| 12 | Lexical analysis: Word sense tagging or word sense disambiguation (WSD) | Chapter_7_3 |
| 13 | Syntactic Parsing: ATN, Earley algorithm (Top-down parsing) | Chapter_8_1 |
| 14 | Syntactic Parsing: Chart parsing, LR, Tomita algorithm (Bottom-up parsing) | Chapter_8_2 |
| 15 | Syntactic Parsing: PCFG, shallow parsing | Chapter_8_3 |
| 16 | Machine Translation | Chapter_9 |
| 17 | Information Retrieval | Chapter_10 |
| 18 | Information Extraction | |
| 19 | Text Categorization |
I would like to express my gratitude to the following
people who provided me with teaching materials and data
and shared their ideas and knowledge about computational
linguistics with me:
Prof. Yu Shiwen,
Dr.Chang Baobao,
Dr.Yu Jiangsheng,
Dr. Sun Bin,
Dr. Hu Junfeng,
Dr.Zhang Huarui, (ICL,PKU)
AssProf. Liu Qun,
AssProf. Wang Bin,
Prof. Bai Shuo, (ICT, Academia Sinica)
Dr. Zhou Qiang, Dr. Liu Yin (Tsinghua Univ.)
Thank you very much for your help and support