| --- |
| license: apache-2.0 |
| language: |
| - en |
| library_name: keras |
| tags: |
| - SkimLit |
| - NLP |
| - Abstract Classification |
| --- |
| # SkimLit Model |
| |
| Keras model for classifying scientific abstract sections |
| (Background, Objective, Methods, Results, Conclusions). |
| |
| ## Usage |
| |
| ```python |
| import tensorflow as tf |
| model = tf.keras.models.load_model('model_5.keras') |
| |
| Model Details |
| |
| - Framework: TensorFlow/Keras |
| - Input: Token embeddings + character text + positional info |
| - Output: 5 classes (Background, Objective, Methods, Results, |
| Conclusions) |
| |
| **Metadata à remplir:** |
| - **license**: `apache-2.0` (ou autre) |
| - **language**: `English` |
| - **tags**: `skimlit`, `nlp`, `text-classification` |
| - **pipeline_tag**: `text-classification` |
