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AlbNER: A Corpus for Named Entity Recognition in Albanian

arXiv 2309.08741 ↗First posted 15 Sep 2023cs.CL cs.AI cs.LGcited by 1

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Abstract (arXiv)

Scarcity of resources such as annotated text corpora for under-resourced languages like Albanian is a serious impediment in computational linguistics and natural language processing research. This paper presents AlbNER, a corpus of 900 sentences with labeled named entities, collected from Albanian Wikipedia articles. Preliminary results with BERT and RoBERTa variants fine-tuned and tested with AlbNER data indicate that model size has slight impact on NER performance, whereas language transfer has a significant one. AlbNER corpus and these obtained results should serve as baselines for future experiments.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 13 of its 26 references that are in the map. First posted on arXiv 15 Sep 2023.

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13 of 26 references.

References · 13

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  12. 2023AlbMoRe: A Corpus of Movie Reviews for Sentiment Analysis in Albaniancited by 2
1 more
  1. 2019Sentiment Analysis of Czech Texts: An Algorithmic Surveycited by 1

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  1. 2024AlbNews: A Corpus of Headlines for Topic Modeling in Albaniancited by 0