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A Case Study of NLG from Multimedia Data Sources: Generating Architectural Landmark Descriptions

Authors: Mille, Simon; Wanner, Leo; Symeonidis, Spyridon; Rousi, Maria; Felipe, Montserrat Marimon; Stavrothanasopoul, Klearchos; Alvanitopoulos, Petros; +1 Authors

A Case Study of NLG from Multimedia Data Sources: Generating Architectural Landmark Descriptions

Abstract

In this paper, we present a pipeline system that generates architectural landmark descriptions using textual, visual and structured data. The pipeline comprises five main components: (i) a textual analysis component, which extracts information from Wikipedia pages; (ii) a visual analysis component, which extracts information from copyright-free images; (iii) a retrieval component, which gathers relevant hproperty, subject, objecti triples from DBpedia; (iv) a fusion component, which stores the contents from the different modalities in a Knowledge Base (KB) and resolves the conflicts that stem from using different sources of information; (v) an NLG component, which verbalises the resulting contents of the KB. We show that thanks to the addition of other modalities, we can make the verbalisation of DBpedia triples more relevant and/or inspiratio

Keywords

nlg, natural language generation

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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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