NEW_Dialog_Systems.md



Modul Dialog Systems


1. Allgemeine Moduldaten
Erläuterungen zu Abschnitt 1


Moduleigenschaft
Inhalt


(!) Modultitel (DE)
Dialog Systems


(!) Modultitel (EN)
Dialog Systems


(!) ECTS
4


(!) Gültig ab
SS 2024


Gültig bis
Ende offen


(!) ModulanbieterIn
Prof. Dr. rer. nat. Lucie Flek


(!) Sprache
Englisch


(!) Turnus
SS


(!) Moduldauer
Einsemestrig


(!) Modulniveau
Master


(!) Fachsemester
1


2. Modulveranstaltungen
Erläuterungen zu Abschnitt 2


(!) Modulveranstaltungen (DE)
(!) Modulveranstaltungen (EN)
(!) ECTS
(!) Präsenzzeit (SWS)


Vorlesung und Übung Dialog Systems
Lecture and Exercise Dialog Systems
0
4


Prüfung Dialog Systems
Exam Dialog Systems
4
0


3. Studien- und Prüfungsleistungen
Erläuterungen zu Abschnitt 3
(!) Teilnahmevoraussetzungen (DE)

Keine.
(!) Teilnahmevoraussetzungen (EN)

None.
(!) Prüfungsbedingungen (DE)

...
(!) Prüfungsbedingungen (EN)

...

4. Informationen für das Modulhandbuch
Erläuterungen zu Abschnitt 4

(!) Empfohlene Voraussetzungen (DE)

There are no enforced prerequisites but the following will help you understand the material:

Introduction to Natural Language Processing
Introduction to Machine Learning
Basics of statistics
Basics of programming (Python)

(!) Empfohlene Voraussetzungen (EN)

There are no enforced prerequisites but the following will help you understand the material:

Introduction to Natural Language Processing
Introduction to Machine Learning
Basics of statistics
Basics of programming (Python)

(!) Lernziele (DE)

In this course, students will learn:

The differences between types of dialog systems and their purposes
How to ethically design dialog systems using contemporary methods
To determine how to know if a system is performing well
How to implement various methods of dialog control and generation
How linguistic processes contribute to the foundations and capabilities of dialog models and language understanding

(!) Lernziele (EN)

In this course, students will learn:

The differences between types of dialog systems and their purposes
How to ethically design dialog systems using contemporary methods
To determine how to know if a system is performing well
How to implement various methods of dialog control and generation
How linguistic processes contribute to the foundations and capabilities of dialog models and language understanding

(!) Inhalt (DE)

This course is a detailed introduction into the architecture of conversational systems (chatbots). We will introduce the main components of dialog systems and show approaches to their implementation, including the natural language understanding, natural language generation, and dialog sequence management. This course will briefly discuss speech related components and multi-modal systems, but will primarily focus on text processing and language understanding. The lab sessions will be dedicated to implementing a simple dialog system and selected components (via weekly homework assignments).
(!) Inhalt (EN)

This course is a detailed introduction into the architecture of conversational systems (chatbots). We will introduce the main components of dialog systems and show approaches to their implementation, including the natural language understanding, natural language generation, and dialog sequence management. This course will briefly discuss speech related components and multi-modal systems, but will primarily focus on text processing and language understanding. The lab sessions will be dedicated to implementing a simple dialog system and selected components (via weekly homework assignments).
(!) Literatur (DE)

Jurafsky, D., & Martin, J. E. Speech & Language Processing, an Introduction to Natural Language Processing, Computational Linguistics & Speech Recognition
Goodfellow, I., Bengio, Y., & Courville, A. Deep Learning. MIT Press.
McTear, M. Spoken Dialogue Technology: Enabling the Conversational User Interface. ACM.

(!) Literatur (EN)

Jurafsky, D., & Martin, J. E. Speech & Language Processing, an Introduction to Natural Language Processing, Computational Linguistics & Speech Recognition
Goodfellow, I., Bengio, Y., & Courville, A. Deep Learning. MIT Press.
McTear, M. Spoken Dialogue Technology: Enabling the Conversational User Interface. ACM.


5a. SPOen, in denen das Modul verankert werden soll
Erläuterungen zu Abschnitt 5a/5b


(!) Studiengangskürzel
(!) SPO-Version
(!) Modulbereich


MSMI
2019
Multimedia-Technologie