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Enrique Paiva

enpaiva
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reacted to mmaguero's post with 👍 9 days 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
liked a dataset 9 days ago
Isotonic/human_assistant_conversation_deduped
updated a Space about 1 month ago
enpaiva/D-FINE
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