| { | |
| "lang":"es", | |
| "name":"cantemist_ner_trf", | |
| "version":"3.4.0", | |
| "description":"Basic Spacy BioNER pipeline, with a RoBERTa-based model [bsc-bio-ehr-es] (https://huggingface.co/PlanTL-GOB-ES/bsc-bio-ehr-es) and a dataset, CANTEMIST, annotated with tumor morphology entities. For further information, check the [official website](https://temu.bsc.es/cantemist/). Visit our [GitHub repository](https://github.com/PlanTL-GOB-ES/lm-biomedical-clinical-es). This work was funded by the Spanish State Secretariat for Digitalization and Artificial Intelligence (SEDIA) within the framework of the Plan-TL", | |
| "author":"The Text Mining Unit from Barcelona Supercomputing Center.", | |
| "email":"plantl-gob-es@bsc.es", | |
| "url":"https://huggingface.co/PlanTL-GOB-ES", | |
| "license":"[Apache License, Version 2.0](https://www.apache.org/licenses/LICENSE-2.0)", | |
| "spacy_version":">=3.4.0,<3.5.0", | |
| "spacy_git_version":"Unknown", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "ner":[ | |
| "MORFOLOGIA_NEOPLASIA" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.8451798075, | |
| "ents_p":0.8487622923, | |
| "ents_r":0.8416274378, | |
| "ents_per_type":{ | |
| "MORFOLOGIA_NEOPLASIA":{ | |
| "p":0.8487622923, | |
| "r":0.8416274378, | |
| "f":0.8451798075 | |
| } | |
| }, | |
| "transformer_loss":256.4677646511, | |
| "ner_loss":96.2283862055 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.1.8,<1.2.0" | |
| ] | |
| } |