Teaching plan

DateTeacherPlaceTopicLecture notes / comments
25.08.2009Erik Velldal (erikve) & Stephan Oepen (oe)  Informatikkbygningen, 3B  Motivation and Course Overview  Seibel (2005), Chapter 1

Jurafsky & Martin (2008), Chapter 1

Slide Copies

Artificial Intelligence (Wikipedia) (background)

Common Lisp (Wikipedia) (background)

Natural Language Processing (Wikipedia) (background)

Machine Learning (Wikipedia) (background) 

01.09.2009oe  3B (IFI)  Common Lisp Essentials  Seibel (2005), Chapter 2

Seibel (2005), Chapter 3

Slide Copies

First Assignment (Part A)

Emacs Manual (background)

Emacs Reference Card (background)

Emacs and Lisp Cheat Sheet (background) 

04.09.2009Gordana Ilic Holen (gordanil) & oe  Vilhelm Bjerknes hus, C210  Using Common Lisp  Seibel (2005), Chapter 4

Seibel (2005), Chapter 5

Seibel (2005), Chapter 6 (optional)

Allegro Common Lisp (background)

Allegro Emacs–Lisp Interface (background)

The Superior Lisp Interaction Mode for Emacs (background)

Steele (1990) (background) 

08.09.2009oe  3B (IFI)  Search and Finite-State Automata  Jurafsky & Martin (2008), Chapter 2

Slide Copies

First Assignment (Part B)

 

11.09.2009erikve  C210 (VB)  Implementing FSAs   
15.09.2009erikve  3B (IFI)  More on Search and FSAs. Common Lisp: Variables, Bindings and Scope  Jurafsky & Martin (2008), Chapter 2

Seibel (2005), Chapter 6

Seibel (2005), Chapter 7

Seibel (2005), Chapter 8 (optional)

Seibel (2005), Chapter 11

Seibel (2005), Chapter 12 (optional)

Slide Copies 

18.09.2009gordanil & erikve  C210 (VB)   Implementing NFSAs   
22.09.2009erikve  3B (IFI)  N-gram Models + Probability Theory  Jurafsky & Martin (2008), section 4 - 4.5.1.

Reading a general introduction to probability theory would be advised for those without prior knowledge about the subject (e.g. section 1 - 1.2.6 of The Linguist's Guide to Statistics by Krenn & Samuelsson 1997 - click on the cached version).

Slide Copies 

25.09.2009gordanil & erikve  C210 (VB)  Solutions to the First Assignment (Part B)   
29.09.2009erikve  3B (IFI)  Hidden Markov Models and Part-of-Speech tagging  Jurafsky & Martin (2008), section 5 - 5.5

Slide Copies 

02.10.2009gordanil  C210 (VB)   Solutions to the First Assignment (Part B)  Second Assignment

(Problem set 2:2 of obligatory assignment 1:2) 

06.10.2009erikve  3B (IFI)  HMMs and dynamic programming  Jurafsky & Martin (2008), section 5.7

Jurafsky & Martin (2008), section 6 - 6.4

Slide Copies 

09.10.2009erikve  C210 (VB)   Implementing HMMs   
13.10.2009erikve  3B (IFI)  Formal Grammars. CFGs and Parsing  Jurafsky & Martin (2008), section 12 - 12.4

Jurafsky & Martin (2008), section 13 - 13.1

Slide Copies 

16.10.2009erikve   C210 (VB)  Implementing HMMs   
20.10.2009erikve  3B (IFI)  Chart Parsing and Dynamic Programming  Jurafsky & Martin (2008), section 13.2 - 13.4

Slide Copies 

23.10.2009erikve   C210 (VB)   Solutions to the HMM / Viterbi exercise.   
27.10.2009erikve  3B (IFI)   Vector Space Models  Jurafsky & Martin (2008), sec. 20.7

Jurafsky & Martin (2008), sec. 23.1-23.1.4

 Slide Copies 

30.10.2009erikve  C210 (VB)   Implementing vector space models  Third Assignment 
03.11.2009erikve  3B (IFI)  Vector Space Classification  Manning, Raghavan & Schütze (2008), section 14 - 14.4 (pp 289 - 305). PDF

 Slide Copies 

06.11.2009erikve  C210 (VB)  Implementing vector space models   
10.11.2009erikve  3B (IFI)  Classification and Flat Clustering  Manning, Raghavan & Schütze (2008), selected sections from ch. 16: pp. 349-350, 354-356, 360-365.

PDF

Slide Copies

Fourth Assignment 

13.11.2009erikve  C210 (VB)  Solutions to the vector space exercise. Review of the new assignment.   
17.11.2009erikve  3B (IFI)  Hierarchical Clustering  Manning, Raghavan & Schütze (2008), sections 17-17.6. PDF

You can skip the following sections: 17.2.1 and 17.5

Slide Copies 

20.11.2009erikve   C210 (VB)  Extracting KNN relations and implementing a Rocchio classifier   
24.11.2009erikve  3B (IFI)  Summary / Exam Preparation  Slide Copies (detailed reading list and exam information)

 Sample Exam 

Published July 12, 2009 9:24 PM - Last modified Feb. 7, 2020 4:02 PM