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Course module: 880258-M-6
880258-M-6
Cognitive Models of Language Learning
Course info
Course module880258-M-6
Credits (ECTS)6
CategoryMA (Master)
Course typeCourse
Language of instructionEnglish
Offered byTilburg University; Tilburg School of Humanities and Digital Sciences; TSH: Department Cognitive Science and AI; TSH: Department Cognitive Science and AI;
Is part of
M Communication and Information Sciences
Contact persondr. A. Alishahi
Lecturer(s)
Lecturer
dr. A. Alishahi
Other course modules lecturer
Coordinator course
dr. A. Alishahi
Other course modules lecturer
Academic year2019
Starting block
BLOK 1
Course mode
Full-time
Remarks-
Registration openfrom 20/08/2019 up to and including 18/10/2019
Aims
After taking this course, the students will be able to
  • describe, characterize and compare probabilistic and structural frameworks for representing language;
  • characterize and discuss the relationship between the language representation frameworks and the cognitive processes involved in various aspects of language acquisition (such as word learning or speech segmentation);
  • evaluate and analyze computational models of language learning.
Specifics

The final grade of the course will be based on two related assignments (40%) and a final written exam (60%).
Content
We will discuss using formal models for studying human language learning. In the first part of the course, we will focus on the high-level objectives of studying human language, the general properties of computational models of language learning, and the most common frameworks for developing them. In the second half of the course, we will focus on the cognitive processes involved in human language acquisition including speech segmentation, the association of words to meanings, learning language structure, and formation of linguistic categories, and analyze a number of computational models of each of these aspects.
 
 
Timetable information
Cognitive Models of Language Learning
Written test opportunities
DescriptionTestBlockOpportunityDate
Schriftelijk / WrittenEXAM_01BLOK 1206-01-2020
Written test opportunities (HIST)
DescriptionTest/BlockOpportunityDate
Schriftelijk / WrittenEXAM_01BLOK 1115-10-2019
Required materials
To be announced
Research articles and book chapters, announced through Blackboard.
Recommended materials
Articles
Get a copy from the UvT Library.
Title:Computational Modeling of Human Language Acquisition.Synthesis Lectures on Human Language Technologies, 3(1)
Author:Afra Alishahi
Publisher:Morgan & Claypool, 2010
Tests
Assignment

Written

Final Grade

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Kies de Nederlandse taal