Michael Wiegand

Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE

2025 · arXiv (Cornell University)

Analysing the generalisation capabilities of relation extraction (RE) models is crucial for assessing whether they learn robust relational patterns or rely on spurious correlations. Our cross-dataset experiments find that RE models struggle with unseen data, …