How much of UCCA can be predicted from AMR?

f ISA-18 Workshop at LREC2022, Jun 2022, Marseille, France In this paper, we consider two of the currently popular semantic frameworks: Abstract Meaning Representation (AMR)a more abstract framework, and Universal Conceptual Cognitive Annotation (UCCA)-an anchored framework. We use a corpus-based ap...

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Bibliographic Details
Main Authors Pavlova, Siyana, Amblard, Maxime, Guillaume, Bruno
Format Journal Article
LanguageEnglish
Published 25.07.2022
Subjects
Computer Science - Artificial Intelligence
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Summary:f ISA-18 Workshop at LREC2022, Jun 2022, Marseille, France In this paper, we consider two of the currently popular semantic frameworks: Abstract Meaning Representation (AMR)a more abstract framework, and Universal Conceptual Cognitive Annotation (UCCA)-an anchored framework. We use a corpus-based approach to build two graph rewriting systems, a deterministic and a non-deterministic one, from the former to the latter framework. We present their evaluation and a number of ambiguities that we discovered while building our rules. Finally, we provide a discussion and some future work directions in relation to comparing semantic frameworks of different flavors.
DOI:10.48550/arxiv.2207.12174