adriacabeza/DeepCatalan
🤖 Deep Catalan: Bring closer the Catalan Language to Deep Learning using ULMFit.
This project provides pre-trained language models for the Catalan language, built using the ULMFit method. It takes a large corpus of Catalan text, like Wikipedia articles, to generate a foundational model. This model can then be fine-tuned with smaller, specific datasets to perform various natural language processing tasks. It's designed for data scientists, machine learning engineers, and researchers working with text in Catalan who need accurate language models.
No commits in the last 6 months.
Use this if you need to build AI applications that understand or process text specifically in Catalan, such as sentiment analysis, topic classification, or chatbots.
Not ideal if your project involves languages other than Catalan, or if you require models specifically built on transformer architectures like BERT from scratch.
Stars
12
Forks
—
Language
Jupyter Notebook
License
—
Last pushed
Oct 15, 2020
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/adriacabeza/DeepCatalan"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
gaussic/text-classification-cnn-rnn
CNN-RNNä¸æ–‡æ–‡æœ¬åˆ†ç±»ï¼ŒåŸºäºŽTensorFlow
ShawnyXiao/TextClassification-Keras
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN,...
prakashpandey9/Text-Classification-Pytorch
Text classification using deep learning models in Pytorch
TobiasLee/Text-Classification
Implementation of papers for text classification task on DBpedia
FreedomIntelligence/TextClassificationBenchmark
A Benchmark of Text Classification in PyTorch