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INSPIRE text classification microservice

License: GNU General Public License v3.0

Shell 5.76% Python 94.24%

inspire-classifier's Introduction

inspire-classifier

image

image

About

INSPIRE module aimed at automatically classifying the new papers that are added to INSPIRE, such as if they are core or not, or the arXiv category corresponding to each of them.

Run the development server with:

bash $ FLASK_DEBUG=true FLASK_APP=inspire_classifier/app.py flask run

Example:

bash $ curl -i http://127.0.0.1:5000/api/predict/coreness --data "{"title": "Alice In Wonderland", "abstract": "The reader is conveyed to Wonderland, a world that has no apparent connection with reality..."}" HTTP/1.0 200 OK Content-Type: application/json Content-Length: 52 Server: Werkzeug/0.14.1 Python/3.6.4 Date: Wed, 22 Aug 2018 13:00:16 GMT

{

"score1": 0.1, "score2": 0.2, "score3": 0.7

}

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