3 papers
cs.CL2025
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages
Chester Palen-Michel, Maxwell Pickering, Maya Kruse +2
We present OpenNER 1.0, a standardized collection of openly-available named entity recognition (NER) datasets. OpenNER contains 36 NER corpora that span 52 languages, human-annotat…
cs.CL2025
Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation
Jonne Sälevä, Duygu Ataman, Constantine Lignos
We introduce a set of resampling-based methods for quantifying uncertainty and statistical precision of evaluation metrics in multilingual and/or multitask NLP benchmarks. We show…
cs.CL2025
Overview of ADoBo at IberLEF 2025: Automatic Detection of Anglicisms in Spanish
Elena Alvarez-Mellado, Jordi Porta-Zamorano, Constantine Lignos +1
This paper summarizes the main findings of ADoBo 2025, the shared task on anglicism identification in Spanish proposed in the context of IberLEF 2025. Participants of ADoBo 2025 we…