Endrit
/

AlbaSocialXLM-R

masked-language-model

social-media-nlp

low-resource-nlp

domain-adaptive-pretraining

text-classification

sentiment-analysis

hate-speech-detection

dialect-detection

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 # AlbaSocialXLM-R
-**AlbaSocialXLM-R** is a social-media-adapted XLM-RoBERTa model for Albanian. It is based on `FacebookAI/xlm-roberta-base` and was further adapted with continued masked language model pretraining on more than **400,000 Albanian social-media comments**, including original and controlled synthetic social-media variants.
 The model is mainly intended as a reusable encoder for Albanian **social-media classification tasks**, especially when the text is informal, noisy, dialectal, written without diacritics, or shaped by online communication style.

 # AlbaSocialXLM-R
+**AlbaSocialXLM-R** is a social-media-adapted XLM-RoBERTa model for Albanian. It is based on `FacebookAI/xlm-roberta-base` and was further adapted with continued masked language model pretraining on more than **500,000 Albanian social-media comments**, including original and controlled synthetic social-media variants.
 The model is mainly intended as a reusable encoder for Albanian **social-media classification tasks**, especially when the text is informal, noisy, dialectal, written without diacritics, or shaped by online communication style.