4 papers
sebis at ArchEHR-QA 2026: How Much Can You Do Locally? Evaluating Grounded EHR QA on a Single Notebook
Ibrahim Ebrar Yurt, Fabian Karl, Tejaswi Choppa +1
Clinical question answering over electronic health records (EHRs) can help clinicians and patients access relevant medical information more efficiently. However, many recent approa…
Efficient Continual Learning for Small Language Models with a Discrete Key-Value Bottleneck
Andor Diera, Lukas Galke, Fabian Karl +1
Continual learning remains a challenge across various natural language processing (NLP) tasks, as models updated with new training data often risk catastrophic forgetting of previo…
CRAWLDoc: A Dataset for Robust Ranking of Bibliographic Documents
Fabian Karl, Ansgar Scherp
Publication databases rely on accurate metadata extraction from diverse web sources, yet variations in web layouts and data formats present challenges for metadata providers. This…
Are We Really Making Much Progress in Text Classification? A Comparative Review
Lukas Galke, Ansgar Scherp, Andor Diera +5
We analyze various methods for single-label and multi-label text classification across well-known datasets, categorizing them into bag-of-words, sequence-based, graph-based, and hi…