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Marian Basti

marianbasti
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reacted to mmaguero's post with 👍 about 2 hours ago
🚀 Multidimensional Affective Analysis for Guarani/Jopara! 🌎 This project explored affective computing for low-resource languages, focusing on emotion recognition, humor detection, and offensive language identification in Guarani and Jopara (a code-switching mix of Guarani and Spanish). Highlights: 🧵 Corpora: - Emotion Recognition - Humor Detection - Offensive Language Identification 💻 Base Models for Fine-Tuning (trained on Guarani Wiki): - From scratch: BERT-based tiny, small, base and large models - Continuously pre-trained models: Multilingual-BERT and BETO 📓 Baseline Notebooks: - Fine-tuning BERT-based models - NCRF++ models via GitHub 💡 Check the repo! https://github.com/mmaguero/guarani-multi-affective-analysis 📖 Check out the publication here: - https://digibug.ugr.es/handle/10481/98843 - https://link.springer.com/article/10.1007/s12559-023-10165-0 #NLP #AffectiveComputing #LowResourceLanguages #Guarani #Jopara #SentimentAnalysis #AIForAll
updated a dataset about 6 hours ago
marianbasti/boletin-oficial-argentina-questions
updated a dataset 3 days ago
marianbasti/boletin-oficial-argentina
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Sandbox.ai's profile picture Universidad Nacional de Rio Negro's profile picture Hugging Face for Legal's profile picture AI Developers from Latin America's profile picture