Work

Slovak Coreference Resolution with Pretrained Encoders

Year: 2026

Type: article

Abstract: This paper investigates coreference resolution in Slovak using pretrained encoder-based language models and a hybrid approach combining linguistic rules with neural classification. We introduce SlovakCoref, a modular system evaluated on 370 annotated Slovak paragraphs containing 6,492 mentions. The proposed approach achieves a CoNLL-style F1 score of 0.808 under a custom evaluation protocol, establishing an experimental baseline for further research into Slovak natural language understanding.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23685166

Authors: Tomáš Hanečák, Peter Kostelník

Language: English

Topic: Natural Language Processing Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7223983296

FWCI:

Cites: 1

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Related to: 10