Deep Learning Italia Meetup (Online)

Sep 30, 2021 · Milan, Italy

Deep Learning Italia” Online Conference.

Si affronteranno temi legati esclusivamente alla progettazione e implementazione di Reti Neurali e il Deep Learning nell'Intelligenza Artificiale di oggi.

Il Meetup di DLI nasce dall'esigenza di sopperire alla carenza di meetup tecnici sul Deep Learning in Italia mentre ormai se ne contano molteplici in altre città del mondo come Londra, Amsterdam e San Francisco. Il Meetup sarà orientato sia alla ricerca accademica e che al mondo delle startup.

REGISTRAZIONE OBBLIGATORIA SU:
https://community.codemotion.com/deep-learning-italia/meetups/meetup-aperitech-online-edition-settembre-deep-learning-italia

Cristiano De Nobili & Francesco Cariaggi

Title: Leveraging NLP to achieve environmental sustainability

Abstract
One of the main goals of the European Green Deal is to reduce the emission of greenhouse gases to zero by 2050. Consequently, large industrial installations inevitably constitute a fundamental area of focus. At the same time, however, the European Union is interested in keeping its global economic competitiveness. Therefore, mapping the environmental capabilities of EU countries to check if they match the need for clean technology as implied by the European Green Deal becomes crucial. One way to achieve this is to retrieve geo-localized documents describing R&D activities, in particular patents, across the EU and the world. Under a contract with the Joint Research Center (JRC) of the European Union, we carried out a project, Patents4IPPC, consisting of building an Information Retrieval (IR) engine capable of fetching relevant patents based on specific subsections of official documents called BREF. Following recent advances in the field of Natural Language Processing (NLP), we build a retrieval system based on the Transformer architecture. We were then able to solve some language mismatches and speed up computation using FAISS indexing.

Cristiano De Nobili
Cristiano De Nobili is a Theoretical Physicist (Ph.D. @SISSA) now working mainly in AI applied to environmental impactful projects. Previously NLP & Deep Learning Scientist @ Samsung's Bixby project. Machine Learning lecturer for several masters in the private and public sector. TEDx speaker and science communication enthusiast (twitter @denocris, IG @denocris).

Francesco Cariaggi
Francesco Cariaggi is a Software Engineer and AI enthusiast with a Master's Degree in Computer Science from the University of Pisa, Italy. He currently works at Pi School, where he helps businesses grow thanks to AI (twitter @fcariaggi).

Event organizers
  • Deep Learning Italia

    "Deep Learning Italia” è lieta di invitarvi al suo Meetup Itinerante. Da Roma al resto d'Italia. Dato l'enorme successo della prima serata siamo lieti di comunicarvi che il nostro è diventato un appuntamento fisso. Si affrontano temi legati esclusivamente alla progettazione e implementazione di Reti Neurali e il Deep Learning nell' Intelligenza Artificiale di oggi. Il Meetup di DLI nasce dall'esigenza di sopperire alla carenza di meetup tecnici sul Deep Learning a Roma e nel resto dell'Italia mentre ormai

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