Sep 24 – 27, 2019
EC-JRC Ispra
Europe/Rome timezone

The Natural Language Processing automatization at JRC for Knowledge Management

Sep 26, 2019, 9:25 AM
20m
EC-JRC Ispra

EC-JRC Ispra

European Commission – Joint Research Centre Via Enrico Fermi, 2749 I - 21027 Ispra (VA) Italy N45° 48' 36.09'' E008° 37' 16.72'' N45° 48.601 E008° 37.278 45.80998, 8.62135 https://www.openstreetmap.org/#map=17/45.80998/8.62135
HTCondor presentations and tutorials Workshop presentations

Speaker

Mr Mauro Petrillo (European Commission Joint Research Centre)

Description

In our Directorate F Health, Consumers and Reference Materials at JRC, the Knowledge for Health and Consumer Safety Unit F.7 deals with anticipating knowledge needs, mapping knowledge gaps and suggesting research topics to be carried out in the Directorate and possibly in the JRC. For example, thousands of publications are released every year on different topics where JRC has strong competence and a mandate for scientific advice to European Commission, keep the pace of this continuous growing knowledge is an increasing challenge. The velocity of literature production makes impossible to deliver state of the art answers for EC policy makers without automating the whole process. The only way to face this issue is to apply Machine Learning tools (AI) in the field of Natural Language. The same approach can be used on extracts from raw text, including those from speeches, to reveal sentiments and feelings that can be used to understand trends and (political) shifts that may improve JRC insight in policy developments. We will present examples of benchmarking use of this approach, made by combining tools like Natural Language Understanding IBM Watson and AllenNLP Machine Comprehension models, installed locally at the JRC.

Desired slot length 15 minutes
Speaker release Yes

Primary authors

Mr Antonio Puertas Gallardo (European Commission Joint Research Centre) Mr Mauro Petrillo (European Commission Joint Research Centre)

Presentation materials