Winter 2023/2024
- Grundlagen der Signalverarbeitung
- Neural Networks: Implementation and Applications (CoLi)
- Neural Networks: Theory and Implementation (CS, ES, VS, ….)
- Proseminar Computational Pragmatics
- Seminar Learning from Limited Data in NLP
- Block Seminar Machine Learning for Natural Language Processing
Summer 2023
- Digital Signal Processing (Summer 2023)
- Statistical Natural Language Processing (Summer 2023)
- Lecture with Exercises: Introduction to Formal Semantics (Summer 2023)
- Block Seminar Machine Learning for Natural Language Processing (Fall 2023)
- Block Seminar Multimodal Dialogue Systems (Fall 2023)
Winter 2022/2023
- Grundlagen der Signalverarbeitung
- Neural Networks: Implementation and Applications (CoLi)
- Neural Networks: Theory and Implementation (CS, ES, VS, ….)
- Proseminar Computational Pragmatics
- Seminar Learning from Limited Data in NLP
- Block Seminar Machine Learning for Natural Language Processing
Summer 2022
- Digital Signal Processing (Summer 2022) (Canceled due to sabbatical)
- Statistical Natural Language Processing (Summer 2022) (Canceled due to sabbatical)
- Block seminar: Multimodal Dialogue Systems (Fall 2022)
- Lecture with exercises: Introduction to formal semantics (Summer 2022)
Winter 2021/2022
- Grundlagen der Signalverarbeitung
- Neural Networks: Implementation and Applications (CoLi)
- Neural Networks: Theory and Implementation (CS, ES, VS, ….)
- Proseminar: Computational Pragmatics (Winter2021/2022)
- Block Seminar Machine Learning for Natural Language Processing
Summer 2021
- Digital Signal Processing (Summer 2021)
- Statistical Natural Language Processing (Summer 2021)
- Block seminar: Multimodal Dialogue Systems (Fall 2021)
- Seminar: The Role of Geometry in Machine Learning Techniques
- Software Project: Representation Learning with Deep Learning (Summer 2021)
Winter 2020/2021
- Grundlagen der Signalverarbeitung (Winter 2020/2021)
- Neural Networks: Theory and Implementation (Winter 2020/2021)
- Neural Networks: Implementation and Application (Winter 2020/2021)
- Proseminar: Computational Pragmatics (Winter2020/2021)
Summer 2020
- Statistical Natural Language Processing (Summer 2020)
- Digital Signal Processing (Summer 2020)
- Block Seminar Machine Learning for Natural Language Processing (Fall 2020)
- Block Seminar Multimodal Dialogue Systems (Fall 2020)
- Software Project Neural Networks (Summer 2020)
- Software Project Deep Learning (Summer 2020)
- Proseminar: Aspects of Machine Learning (Summer 2020)
Winter 2019/20
Summer 2019
- Statistical Natural Language Processing
- Digital Signal Processing
- Multimodal Dialogue Systems (Block course)
- Block Seminar: Machine Learning for Natural Language Processing
- Software Project: Neural Networks
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