Past Courses

Summer 2019

Winter 2018/2019
Grundlagen der Signalverarbeitung
Neural Networks: Implementation & Application
Seminar (Block) Machine Learning for Natural Language Processing
Software Project (Block): Language Processing with Neural Networks

Summer 2018
Statistical Natural Language Processing
Digital Signal Processing
Software Project: Sentiment Analysis
Seminar (Block) Machine Learning for Natural Language Processing
Software Project (Block): Language Processing with Neural Networks
Multimodal Dialogue Systems

Winter 2017/18
Grundlagen der Signalverarbeitung
Neural Networks: Implementation & Application
Methods of Mathematical Analysis
Proseminar: Selected Topics in Sentiment Analysis
Seminar (Block) Machine Learning for Natural Language Processing
Seminar (Block) Deep Learning
Software Projekt Language Processing with Neural Networks

Summer 2017
Digital Signal Processing
Statistical Natural Language Processing
Methods of Mathematical Anaysis
Proseminar (block) Komplexe Strukturen:Entropie und Information
Proseminar: Natural Language Processing and the Web
Multimodal Dialogue Systems
Software project: Natural Language Processing with Tensor Flow
Seminar (Block) Language Modeling for Natural Language Processing

Winter 2016/17
Grundlagen der Signalverarbeitung
Pattern and Speech Recognition
Bayesian Filtering and Sequential Learning Methods
Seminar Machine Learning for Natural Language Processing
Proseminar Semisupervised Learning for Computational Linguistics

Summer 2016
Digital Signal Processing
Statistical Natural Language Processing
Software Project: Developing a Workbench for Linguists
Block Seminar Deep Learning for Language Modeling
Proseminar Neural Networks
Software Project: Opinion Holder and Target Extraction for German
Einführung in die Pragmatik und Diskurs

Winter 2015/16
Recent Developments in Dialogue System Design

Summer 2015
Proseminar Sentimentanalyse

Winter 2014/15
Grundlagen der Signalverarbeitung
Pattern and Speech Recognition
Seminar The Fillmore Files
Opinion Holder and Target Extraction for German