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