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A Repository of Frame Instance Lexicalizations for Generation

Valerio Basile 1, 2
1 WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics
CRISAM - Inria Sophia Antipolis - Méditerranée , Laboratoire I3S - SPARKS - Scalable and Pervasive softwARe and Knowledge Systems
Abstract : Robust, statistical Natural Language Generation from Web knowledge bases is hindered by the lack of text-aligned resources. We aim to fill this gap by presenting a method for extracting knowledge from natural language text, and encode it in a format based on frame semantics and ready to be distributed in the Linked Open Data space. We run an implementation of such methodology on a collection of short documents and build a repository of frame instances equipped with fine-grained lex-icalizations. Finally, we conduct a pilot stody to investigate the feasibility of an approach to NLG based on said resource. We perform error analysis to assess the quality of the resource and manually evaluate the output of the NLG prototype.
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Submitted on : Friday, October 28, 2016 - 1:37:39 PM
Last modification on : Thursday, January 20, 2022 - 5:32:16 PM


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  • HAL Id : hal-01389398, version 1



Valerio Basile. A Repository of Frame Instance Lexicalizations for Generation. Proceedings of the 2nd International Workshop on Natural Language Generation and the Semantic Web, Sep 2016, Edinburgh, United Kingdom. ⟨hal-01389398⟩



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