Javanese Text Classification
Models and its Dataset for Javanese Text Classification
Text Classification is the processing of labeling or organizing text data into groups. It forms a fundamental part of Natural Language Processing.
By Wilson Wongso, Steven Limcorn and AI-Research.id team
June 1, 2021
Models
| Name | Description | Author | Link |
|---|---|---|---|
| Javanese BERT Small IMDB Classifier | Javanese BERT Small IMDB Classifier is a movie-classification model based on the BERT model. It was trained on Javanese IMDB movie reviews. | Wilson Wongso | HuggingFace |
| Javanese DistilBERT Small IMDB Classifier | Javanese DistilBERT Small IMDB Classifier is a movie-classification model based on the DistilBERT model. It was trained on Javanese IMDB movie reviews. | Wilson Wongso | HuggingFace |
| Javanese GPT-2 Small IMDB Classifier | Javanese GPT-2 Small IMDB Classifier is a movie-classification model based on the GPT-2 model. It was trained on Javanese IMDB movie reviews. | Wilson Wongso | HuggingFace |
| Javanese RoBERTa Small IMDB Classifier | Javanese RoBERTa Small IMDB Classifier is a movie-classification model based on the RoBERTa model. It was trained on Javanese IMDB movie reviews. | Wilson Wongso | HuggingFace |
Datasets
| Name | Description | Author | Link |
|---|---|---|---|
| IMDb Javanese | Large Movie Review Dataset translated to Javanese. This is a dataset for binary sentiment classification containing substantially more data than previous benchmark datasets. We provide a set of 25,000 highly polar movie reviews for training, and 25,000 for testing. | Wilson Wongso & Maas, Andrew L. and Daly, Raymond E. and Pham, Peter T. and Huang, Dan and Ng, Andrew Y. and Potts, Christopher | HuggingFace |
| WiLI-2018 | WiLI-2018, the Wikipedia language identification benchmark dataset, contains 235000 paragraphs of 235 languages. The dataset is balanced and a train-test split is provided. | Thoma, Martin | HuggingFace |