AI / NLP Engineer focused on RAG systems, semantic search, and LLM evaluation
🎓 M.Sc. Data Science @ TU Wien (2024–2026)
📍 Vienna
📄 Co-author @ ACL BioNLP 2025
Evidence-grounded QA with span-level retrieval and citation generation
- End-to-end retrieval + grounding pipeline
- Designed for clinical QA (EHR setting)
- Applied in ArchEHR-QA shared task
👉 https://github.com/KRLabsOrg/verbatim-rag
Core component of the Verbatim RAG pipeline for sentence-level relevance classification
- Developed transformer-based relevance model for fine-grained retrieval
- Trained on RAGBench + medical QA datasets
- Enables sentence-level grounding and evaluation
👉 https://github.com/KRLabsOrg/verbatim-rag
Modeling semantic change using diachronic embeddings and TPPMI
- Trained on 100k+ documents (NYT corpus)
- Evaluated on 8k+ temporal analogy queries
- Published at KONVENS / CPSS 2024
👉 https://github.com/FlackoJodye1/temporal-word-embeddings
Ongoing research on WSD and diachronic semantic change using contextual embeddings
- Sense representation with GermaNet + LLM enrichment
- Embedding-based WSD (multilingual-e5)
- Large-scale diachronic analysis on DWDS corpus
📄 Planned submission to EMNLP 2026 👉 https://2026.emnlp.org/
(repo is private for the moment)
-
ACL BioNLP 2025 – ArchEHR-QA Shared Task (Top-10)
https://aclanthology.org/2025.bionlp-share.8/ -
KONVENS / CPSS 2024 – Temporal Word Embeddings
https://aclanthology.org/2024.cpss-1.10/
- Retrieval-Augmented Generation (RAG)
- NLP & Transformer Models
- LLM Evaluation & Grounding
- Semantic Search & Embeddings
- GitHub: https://github.com/FlackoJodye1
- Google Scholar: https://scholar.google.com/citations?user=hmV4GPEAAAAJ