Teaching

Bachelor

1. One More Bridge to Cross. Bridging Natural Language to Overpass, 2022
   Supervised by Stefan Riezler and Artem Sokolov
2. Mitigating gender bias in machine translation, 2021
   Supervised by Stefan Riezler and Michael Herweg
3. Developing a Speech-to-Text Model that Specialises in Filler Word Detection, 2021
   Supervised by Stefan Riezler and Katja Markert
4. Medication Extraction from Cardiology Discharge Letter, 2021
   Supervised by Stefan Riezler and Katja Markert
5. Investigation of different Topic Modeling Frameworks and Identification of Topics and Trends in a Collection of Funding Proposals of German Federal Ministries, 2021
   Supervised by Stefan Riezler and Michael Herweg
6. Personalized German ASR for dysarthric speech with limited data, 2021
   Supervised by Stefan Riezler and Michael Herweg
7. Investigating the Effects of Reinforcement Learning in Neural Machine Translation, 2021
   Supervised by Stefan Riezler and Michael Herweg
8. Quantized Neural Networks for Keyword Spotting on Neuromorphic Hardware, 2020
   Supervised by Stefan Riezler and Holger Fröning
9. Derivative-free Optimization for Sequence-to-Sequence Models, 2020
   Supervised by Stefan Riezler and Artem Sokolov
10. Parsing of Open Street queries with the Transformer model, 2019
    Supervised by Stefan Riezler and Artem Sokolov
11. Cold-Start Reinforcement Learning For Neural Machine Translation, 2019
    Supervised by Stefan Riezler and Vivi Nastase
12. Curriculum Learning für Neural Machine Translation, 2019
    Supervised by Stefan Riezler and Anette Frank
13. Dialogue Management: Improving Task-Oriented Conversational Agents with Deep Learning, 2019
    Supervised by Stefan Riezler and Vivi Nastase
14. Parsing NLmaps queries using Adversarial Neural Machine Translation, 2018
    Supervised by Stefan Riezler and Artem Sokolov
15. Low Resource Translation for Middle Egyptian, 2018
    Supervised by Stefan Riezler and Ines Rehbein
16. Anonymization of German Medical Admission Notes, 2018
    Supervised by Stefan Riezler and Vivi Nastase
17. Deterministic Annealing for Minimum Risk Neural Machine Translation, 2018
    Supervised by Stefan Riezler and Vivi Nastase
18. Open-Domain Semantic Parsing for Digital Assistants Using Dynamic Slot Filling, 2017
    Supervised by Stefan Riezler and Vivi Nastase
19. Feedback-based Machine Translation with LinUCB, 2017
    Supervised by Stefan Riezler and Artem Sokolov
20. Estimierung von Alter und Geschlecht auf Basis deutscher Textdaten aus Internetforen, 2016
    Supervised by Stefan Riezler and Anette Frank
21. Ensemble Learning for Machine Translation Quality Estimation, 2016
    Supervised by Stefan Riezler and Artem Sokolov
22. Multimodal Pivots for Statistical Machine Translation, 2015
    Supervised by Stefan Riezler and Artem Sokolov
23. Informationsextraktion aus klinischen Texten, 2015
    Supervised by Stefan Riezler and Petra Knaup-Gregori

Master

1. Chinese Shouxian Dialect to English Speech-to-Text Translation, 2022
   Supervised by Stefan Riezler and Katja Markert
2. BERT for semantic search in customer support tickets, 2021
   Supervised by Stefan Riezler
3. An Online Learning System for Parsing and Answering Geographical Queries in Natural Language, 2021
   Supervised by Stefan Riezler and Katja Markert
4. Zeroth Order Optimization for Textual Adversaries, 2021
   Supervised by Stefan Riezler and Artem Sokolov
5. Improving Date Selection in Timeline Summarization, 2020
   Supervised by Katja Markert and Stefan Riezler
6. Towards Error-Aware Interactive Semantic Parsing, 2020
   Supervised by Stefan Riezler and Artem Sokolov
7. Graph Based Representation and Law Prediction for German Court Decisions, 2020
   Supervised by Stefan Riezler and Michael Gertz
8. Neural Methods for Metaphor and Metonymy Recognition, 2020
   Supervised by Katja Markert and Stefan Riezler
9. Unsupervised Sentence Summarization using Metropolis-Hastings Algorithm, 2019
   Supervised by Katja Markert and Stefan Riezler
10. Automatic Proficiency Scoring for Young Second Language Learners, 2019
    Supervised by Stefan Riezler and Vivi Nastase
11. Zeroth-Order Bandit Learning for Structured Prediction, 2019
    Supervised by Stefan Riezler and Artem Sokolov
12. Learning to Learn Competitive Neural Machine Translation Models using Evolution Strategies, 2018
    Supervised by Stefan Riezler and Katja Markert
13. Automatische Spracherkennung in der logopädischen Diagnostik, 2017
    Supervised by Stefan Riezler and Katja Markert
14. SAGA with Perturbations, 2017
    Supervised by Stefan Riezler and Artem Sokolov
15. Quality Estimation and Automatic Post-Editing in a Multi-Task Learning Framework, 2017
    Supervised by Stefan Riezler and Katja Markert
16. Quality Estimation from Scratch, 2016
    Supervised by Stefan Riezler and Artem Sokolov
17. Statistical Machine Translation for Alignments between Images and Captions, 2016
    Supervised by Stefan Riezler and Yannick Versley
18. Supervised Classification of Painting Descriptions, 2015
    Supervised by Stefan Riezler and Karin Haenelt