Information
This course covers basic Natural Language Processing concepts. Topics include: language modeling, spelling correction, sentiment analysis, parsing, text classification, information retrieval, ... etc. We will closely follow Coursera's two NLP classes by Jurafsky and Manning, as well as by Collins.
Textbooks
- Speech and Language Processing (Second Edition). Daniel Jurafsky and James Martin.
- Foundations of Statistical Natural Language Processing. Christopher Manning and Hinrich Schuetze.
Schedule
| Date |
Topic |
Slides |
Homework |
Deadline |
| Sunday 29 Sep. 2013 |
Introduction |
(pdf) |
|
|
| |
Basic Text Processing |
(pdf) |
Spam Lord (data) |
9 Oct. 2013 |
| Sunday 6 Oct. 2013 |
Language Modeling and Spelling Correction |
(pdf) |
Autocorrect (data) |
19 Oct. 2013 |
| Sunday 13 Oct. 2013 |
Eid Vacation |
| Sunday 20 Oct. 2013 |
Text Classification and Sentiment Analysis |
(pdf) |
Sentiment (data) |
28 Oct. 2013 |
| Sunday 27 Oct. 2013 |
Maximum Entropy Models and NER |
(pdf) |
NER (data) |
3 Nov. 2013 |
| Sunday 3 Nov. 2013 | Parsing I: PCFGs and CKY | (pdf) | PCFG (data) | 25 Nov. 2013 |
| Sunday 10 Nov. 2013 |
Parsing II: Lexicalized and Unlexicalized Parsers |
(pdf) |
CKY (data) |
25 Nov. 2013 |
| Sunday 17 Nov. 2013 | Information Retrieval | (pdf) | IR (data) | 2 Dec. 2013 | | Sunday 24 Nov. 2013 | Relation Extraction and Question Answering | (pdf) | QA (data) | 9 Dec. 2013 | | Sunday 1 Dec. 2013 | | | | | | Sunday 8 Dec. 2013 | Machine Translation I | (pdf) | MT (data) | 16 Dec. 2013 | | Sunday 15 Dec. 2013 | Machine Translation II | (pdf) | | | | | | | | |
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 Updating... CMPN463 HW01 Data.zip (139k) Mohamed Aly, Sep 29, 2013, 7:21 AM Ċ Mohamed Aly, Oct 8, 2013, 4:23 AM Ċ Mohamed Aly, Oct 8, 2013, 4:23 AM CMPN463 HW02 Data.zip (55k) Mohamed Aly, Oct 8, 2013, 4:23 AM CMPN463 HW03 Data.zip (3881k) Mohamed Aly, Oct 20, 2013, 8:08 AM Ċ Mohamed Aly, Oct 20, 2013, 8:08 AM CMPN463 HW04 Data.zip (676k) Mohamed Aly, Oct 27, 2013, 7:12 AM Ċ Mohamed Aly, Oct 27, 2013, 7:13 AM CMPN463 HW05 Data.zip (32k) Mohamed Aly, Nov 10, 2013, 10:34 PM Ċ Mohamed Aly, Nov 10, 2013, 10:34 PM Ċ Mohamed Aly, Nov 13, 2013, 4:39 AM CMPN463 HW06 Data.zip (368k) Mohamed Aly, Nov 13, 2013, 4:40 AM CMPN463 HW07 Data.zip (10971k) Mohamed Aly, Nov 17, 2013, 6:22 AM Ċ Mohamed Aly, Nov 17, 2013, 6:22 AM CMPN463 HW08 Data.zip (495k) Mohamed Aly, Dec 8, 2013, 12:00 AM Ċ Mohamed Aly, Dec 8, 2013, 12:01 AM CMPN463 HW09 Data.zip (541k) Mohamed Aly, Dec 8, 2013, 4:53 AM Ċ Mohamed Aly, Dec 8, 2013, 4:53 AM Ċ Mohamed Aly, Sep 29, 2013, 7:19 AM Ċ Mohamed Aly, Sep 29, 2013, 7:19 AM Ċ Mohamed Aly, Oct 8, 2013, 4:25 AM Ċ Mohamed Aly, Oct 20, 2013, 8:08 AM Ċ Mohamed Aly, Oct 27, 2013, 7:12 AM Ċ Mohamed Aly, Nov 10, 2013, 10:30 PM Ċ Mohamed Aly, Nov 13, 2013, 4:47 AM Ċ Mohamed Aly, Nov 17, 2013, 6:17 AM Ċ Mohamed Aly, Nov 25, 2013, 3:56 AM Ċ Mohamed Aly, Dec 8, 2013, 4:50 AM Ċ Mohamed Aly, Dec 18, 2013, 3:32 AM
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