f2io/ner-roles-openapi

1---2language: en3widget:4- text: "As manager, I want to Find pet by ID through /pet/{petId}. Returns a single pet."5- text: "As operator, I want to Create user through /user. #/definitions/User This can only be done by the logged in user."6license: mit7---8# ner-roles-openapi: model fine-tuned from distilbert-base-uncased for NER task.9## Introduction10[ner-roles-openapi] is a NER model that was fine-tuned from distilbert-base-uncased on synthetic dataset based SCRUM user story.11Model was trained on synthetic dataset (~80  sentences).12Model was validated on openapi/swagger data and overperformed other models on this type of data specifically. 13## Training data14Training data was classified as follow:15Abbreviation|Description16-|-17O|Outside of a named entity18ENTITY|Entity provided by OpenAPI19ACTION|Action required by a user/role20ROLE|Role predefined to use APIs