AlbNews: A Corpus of Headlines for Topic Modeling in Albanian
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Abstract (arXiv)
The scarcity of available text corpora for low-resource languages like Albanian is a serious hurdle for research in natural language processing tasks. This paper introduces AlbNews, a collection of 600 topically labeled news headlines and 2600 unlabeled ones in Albanian. The data can be freely used for conducting topic modeling research. We report the initial classification scores of some traditional machine learning classifiers trained with the AlbNews samples. These results show that basic models outrun the ensemble learning ones and can serve as a baseline for future experiments.
Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 16 of its 32 references that are in the map. First posted on arXiv 6 Feb 2024.
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References · 16
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- 2019How to Fine-Tune BERT for Text Classification?cited by 411
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4 more
- 2023AlbMoRe: A Corpus of Movie Reviews for Sentiment Analysis in Albaniancited by 2
- 2021Detecting Abusive Albaniancited by 1
- 2022Topic Segmentation of Research Article Collectionscited by 1
- 2023AlbNER: A Corpus for Named Entity Recognition in Albaniancited by 1
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