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CMPN463 Fall 2013: Natural Language Processing

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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CMPN463 HW01 Data.zip
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Mohamed Aly,
Sep 29, 2013, 7:21 AM
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CMPN463 HW02 Data.zip
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CMPN463 HW03 Data.zip
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Mohamed Aly,
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CMPN463 HW04 Data.zip
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CMPN463 HW05 Data.zip
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CMPN463 HW06 Data.zip
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CMPN463 HW07 Data.zip
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CMPN463 HW08 Data.zip
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CMPN463 HW09 Data.zip
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