Marvin M. Agüero-Torales

mmaguero

https://mmaguero.github.io/

AI & ML interests

Natural Language Processing (NLP), Sentiment Analysis, low-resources languages, code-switching, indigenous languages, bioNLP

Recent Activity

updated a Space 5 days ago

guaran-ia/README

published a Space 5 days ago

guaran-ia/README

liked a model 15 days ago

simplescaling/s1-32B

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mmaguero's activity

posted an update 27 days ago

Post

1494

🚀 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

posted an update 9 months ago

Post

645

🆕 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!

👉 Discover the Guarani LLMs Collection: mmaguero/guarani-llms-66642df49f5a0b32295004bf

#NLP #Guarani #LanguageModels #AI #MachineLearning #HuggingFace #BERT #XLM #LanguageTech