Hey there! I'm Julian ๐Ÿ‘‹

NLP Researcher and Data Scientist

About Me

Iโ€™m a PhD candidate in Computer and Information Science at the University of Konstanz, researching NLP, large language models, and all things Data Science!

Projects

Topic Classification of German Web Data

We explore the application of large language models for topic classification within a low-resource German web environment, leveraging a dataset comprising millions of scraped webpages aimed at evaluating policy impacts.

Narrative Tracking in Newspapers

We explore these narratives and their patterns of influence by compiling a large dataset of news articles. Using large language models to annotate narratives as triples of hero, villain, and victim mentions, we track shared narratives and identify patterns of influence across partisanships.

ECCE - Entity-Centric Corpus Exploration

ECCE helps you to analyze your documents and corpora by detecting named entities to extracting an entity network.

RAG-based Knowledge Extraction

RAG pipeline for querying technical docs, with query expansion, HyDE, and a Gradio chat interface.

Finetune RoBERTa for NER

Fine-tuned RoBERTa for multilingual NER to make cross-lingual entity extraction easier.

Yet Another Solarized Theme

A solarized VSCode theme with just the right contrast to keep your eyes comfy!