Theses
On this site you will find our current thesis topics (updated 2022-05-30):
- Trustworthy Speech Assistants - Analytics of factual QA/chatbot/speech systems and their impact on vulnerable user groups
- Geospatial / Temporal / Financial Question Answering using Reinforcement Learning
- Question Answering over (tax) law text together with an industrial partner
- Extracting knowledge graphs from event texts
- Decentralized, privacy-preserving search engine
- Online visualization tool for knowledge graphs
- Quantum Knowledge Extraction and Question Answering
- A digital search engine for individual website visits
- Extraction and Completion of Genealogy Graphs from full-texts
- Data analytics for letters or the Corona Archive (Cross-disciplinary project with the public history chair)
- Named entity recognition/relation extraction dataset in the biomedical domain
- A novel framework for biomedical relation extraction dataset
- Entity Extraction via a real-life Data Science product together with eccenca GmbH
- Knowledge-infused Language and Speech Models (wav2vec) together with Fraunhofer Center for Maritime Logistics (CML)
- Ethics-related: Investigating a community wiki for mapping data to graphs toward biases
- Ethics-related: Investigating biases in knowledge graph-grounded text annotations
- Ethics-related: Investigating a real-world project for its potential dual-use scenario
- Ecological impact of Knowledge Extraction and Search Algorithms (Green AI)
Reserved, in progress, or processed thesis topics:
- Survey on relation extraction from short texts [FINISHED 2022]
- Playing text adventures with reinforcement learning and knowledge graphs
- Creating dialog graphs from stored conversations / Intelligent dialog assistant for form filling over knowledge graphs
- Geospatial-focused event extraction
- Conversational Question Answering
If you have your own idea, please talk to us!