Dunja Mladenić

Using Semi-Supervised Learning and Wikipedia to Train an Event Argument Extraction System

2022 · Informatica

The paper presents a methodology for training an event argument extraction system in a semi-supervised setting. We use Wikipedia and Wikidata to automatically obtain a small noisily labeled dataset and a large unlabeled dataset. The …

Active learning and novel model calibration measurements for automated visual inspection in manufacturing

2023 · Journal of Intelligent Manufacturing

Abstract Quality control is a crucial activity performed by manufacturing enterprises to ensure that their products meet quality standards and avoid potential damage to the brand’s reputation. The decreased cost of sensors and connectivity enabled …