| --- |
| language: |
| - fr |
| - it |
| - de |
| - en |
| base_model: |
| - answerdotai/ModernBERT-base |
| pipeline_tag: text-classification |
| --- |
| **Inheritance-intensity** is a small multilingual encoder model based on ModernBert to rate the intensity of the thematic of inheritance in any given text. |
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| Inheritance-thematic has been trained on cultural heritage texts in English, French, German and Italian for the Philherit project. The main use of the model is to filter for text with a higher chance of relevancy for the project's scope. |
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| ## Labels |
| The model returns the following labels: |
| * Non-existent: no actual allusion to inheritance. |
| * In passing: very short mention, but far off from being a major topic of the text. |
| * A topic: one of the key topics of the text, but not the only one. |
| * Main topic: the topic of inheritance completely dominates the text, to the exclusion of all other topics. |
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| Depending on the size of original cultural heritage corpus, it's possible to keep texts either classified as topic/main topic, or sometimes only main topic. |
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