---
language:
- fr
- it
- de
- en
base_model:
- answerdotai/ModernBERT-base
pipeline_tag: text-classification
---
**Inheritance-thematic** is a small multilingual encoder model based on ModernBert to classify cultural heritage texts for the Philherit project.

Inheritance-thematic have been trained in English, French, German and Italian. Given any text in these languages, the model output one of 20 standardized thematic classification.

## Labels
The model returns the following labels:
* "History": a text studying a past period using the standard method of historical search.
* "Political science": a scientific study of politics that can be centered on political activities, political thought, political behavior of the fundamental aspect of political organization.
* "Economics": a scientific study of production, distribution and consumption of good and services, especially about the market as well as labour, land and capital organisation.
* "Sociology": a scientific study of human social behavior, social relationships and large scale social structure.
* "Philosophy": a systematic study of general and fundamental questions concerning topics like existence, reason, knowledge, ethics, mind, and language
* "Law, decree and rules": a text stating a current regulation, usually divided into articles and stipulations.
* "Law commentary": an analysis of the law by a lawyer of an expert, which can mix excerpts from the law or case law with additional commentaries.
* "Court transcripts": a reproduction of the decision or debate of a court.
* "Political news": fresh information on political debates, etc.
* "Crime news": journalistic item about a crime and other daily accidents.
* "Lists and bibliographies": list of things, usually without any narrated text.
* "Advertising": list of ads or classified ads.
* "Art criticism": analysis of a piece of visual art.
* "Literary criticism": analysis of a text, usually fictional but not only.
* "Music criticism": analysis of piece of music.
* "Novel": any fictional narrative.
* "Theatre play": any fictional play structured with dialogs.
* "Biology and medicine": a study of life organisms, including human, especially in regards to potential pathologies.
* "Other science": any other science that is not biology, medicine or social science.
* "Biography": narration of the life of someone.
* "Dictionary": a list of words with their definition.