3 papers
cs.CL2026
Consensus Measures for Unstructured Biomedical Text Annotations
Pascal Wullschleger, Christian Kreis, Martin A. Walter +2
Biomedical literature is increasingly mined for knowledge beyond the questions it was written to answer. Because the target concepts are not known in advance, annotators prefer ope…
cs.CL2026
Reference-Free Evaluation of Taxonomies
Pascal Wullschleger, Majid Zarharan, Donnacha Daly +2
We introduce two reference-free metrics for quality evaluation of taxonomies in the absence of labels. The first metric evaluates robustness by calculating the correlation between…
cs.CL2025
FoodTaxo: Generating Food Taxonomies with Large Language Models
Pascal Wullschleger, Majid Zarharan, Donnacha Daly +2
We investigate the utility of Large Language Models for automated taxonomy generation and completion specifically applied to taxonomies from the food technology industry. We explor…