🚀 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
🆕 Exciting News! Introducing the Guarani LLMs Collection 🆕
We are thrilled to present a dedicated collection for Guarani language LLMs, designed to support and advance natural language processing for the Guarani-speaking community. Check them out below.
Explore the models and contribute to the growing ecosystem of Guarani language technology!