Statistical Natural Language Processing

SNLP  - Summer 2017

 

Lecturer: Prof. Klakow

Location: E1 3; HS001

Time: 8:30-10:00
Start
s: Friday, April 28th

Suitable for: CS, CuK, Mechatronik, CoLi

 

Tutorials: 

Rajarshi Biswas: Monday 14.00 - 16.00  Seminarraum 107 in E1 3
David Adelani: Thursday 14.00 - 16.00 Seminarraum 107 in E1 3
Xiaoyu Shen: Friday 14.00 - 16.00 Seminarraum 106 in E1 1

 

Exam: 21.07.2017; 1600-1800hrs; C4 3; Room 21

 

Registration:

In order to participate in the lecture and for setting up the tutorials, please register here:

https://www.lsv.uni-saarland.de/fileadmin/registration/register.php

by Friday 28th 11:00. Please note that the registration system does not send any confirmation e-mails.

Content:

  1. Introduction
  2. Natural Language as a Sequence of Symbols
  3. Basics of Language Modeling
  4. Entropy
  5. Backing-Off Language Modeling
  6. Text Classification
  7. Word Sense Disambiguation
  8. Pos-tagging (skipped this year)
  9. CRFs and Sequence Labeling (new)
  10. Information Retrieval
  11. Question answering (new; slides still need to be done)
  12. Machine Translation

Exercises:

  1. Exercise sheet 1
  2. Exercise sheet 2     Materials
  3. Exercise sheet 3
  4. Exercise sheet 4     Materials
  5. Exercise sheet 5     Materials
  6. Exercise sheet 6     Materials    Solution
  7. Exercise sheet 7     Materials
  8. Exercise sheet 8     Materials
  9. Exercise sheet 9     Materials
  10. Exercise sheet10    Materials