review readme

README.md

@@ -129,19 +129,14 @@ This model was adapted for historical texts and fine-tuned on the [HIPE-2022 dat
 
 ### Model Description
 
-- **Developed by:** [Impresso team](https://impresso-project.ch/). [Impresso - Media Monitoring of the Past](https://impresso-project.ch) is an
-interdisciplinary research project that aims to develop and consolidate tools for
-processing and exploring large collections of media archives across modalities, time,
-languages and national borders. The first project (2017-2021) was funded by the Swiss
-National Science Foundation under grant
-No. [CRSII5_173719](http://p3.snf.ch/project-173719) and the second project (2023-2027)
-by the SNSF under grant No. [CRSII5_213585](https://data.snf.ch/grants/grant/213585)
-and the Luxembourg National Research Fund under grant No. 17498891.
-- **Model type:** Stacked BERT-based token classification model for named entity recognition
-- **Languages supported:** multilingual (over 100 languages, optimized for fr, de, en)
-- **License:** [GNU Affero General Public License v3 or later](https://github.com/impresso/impresso-pyindexation/blob/master/LICENSE)
-- **Finetuned from model:** [dbmdz/bert-medium-historic-multilingual-cased](https://huggingface.co/dbmdz/bert-medium-historic-multilingual-cased)
+### Model Description
 
+- **Developed by:** [Impresso team](https://impresso-project.ch), an interdisciplinary project for large-scale media archive analysis across time, language, and modality. Funded by the Swiss National Science Foundation ([CRSII5_173719](http://p3.snf.ch/project-173719), [CRSII5_213585](https://data.snf.ch/grants/grant/213585)) and the Luxembourg National Research Fund (grant No. 17498891).
+- **Model type:** mBART-based sequence-to-sequence model with constrained beam search for named entity linking
+- **Languages:** Multilingual (100+ languages, optimized for French, German, and English)
+- **License:** [AGPL v3+](https://github.com/impresso/impresso-pyindexation/blob/master/LICENSE)
+- **Finetuned from:** [`facebook/mgenre-wiki`](https://huggingface.co/facebook/mgenre-wiki)
+- 
 ### Model Architecture
 
 - **Architecture:** mBART-based seq2seq with constrained beam search