A Software Suite for the Understanding of Natural Language Marco - - PowerPoint PPT Presentation

a software suite for the understanding of natural language
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A Software Suite for the Understanding of Natural Language Marco - - PowerPoint PPT Presentation

A Software Suite for the Understanding of Natural Language Marco Ponza Paolo Ferragina Natural Language Understanding Easy for humans Hard for machines But, machines need today to access, read and understand information stored in very


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A Software Suite for the Understanding of Natural Language

Marco Ponza Paolo Ferragina

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Easy for humans Hard for machines But, machines need today to access, read and understand information stored in very large data archives

Natural Language Understanding

...and this will get to be more and more crucial with Conversational AI systems!

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Leonardo is the scientist who painted Mona Lisa Leonardo scientist paint Mona Lisa Natural Language Understanding

▷ Machines represent texts by their (possibly, ambiguous) words

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Leonardo is the scientist who painted Mona Lisa Leonardo scientist paint Mona Lisa Natural Language Understanding

Leonardo DiCaprio Leonardo (Ninja Turtle) Leonardo da Vinci Leonardo (Town)

▷ Machines represent texts by their (possibly, ambiguous) words

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Leonardo is the scientist who painted Mona Lisa Understanding the Text by Entities, not Strings

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Leonardo is the scientist who painted Mona Lisa

Leonardo da Vinci Mona Lisa (painting)

Understanding the Text by Entities, not Strings

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Louvre

Leonardo is the scientist who painted Mona Lisa

Leonardo da Vinci Mona Lisa (painting)

Science Cartography Art Italy

Understanding the Text by Entities, not Strings

Florence Renaissance

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Faculty Research Awards

Understanding the Text by Entities, not Strings

Two Editions: 2010 & 2013

Since 2010: Efficient & effective solutions for this problem! Research Grant 2017

Software Suite for Natural Language Understanding

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Expert Finding & Profiling

▷ ~1.5K Authors ▷ ~65K Documents (papers’ abstracts) ▷ ~35K Research Topics ▷ More than 1K queries and ~2K profiles view in few months ▷ Currently used by UniPi’s Technology Transfer Office

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Software Suite for Natural Language Understanding

https://services.d4science.org/web/tagme https://wiser.d4science.org http://acube.di.unipi.it

SOFTWARE SYSTEMS