Proceedings of the 13th Workshop on Multiword Expressions (MWE 2017) 2017
DOI: 10.18653/v1/w17-1713
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Show Me Your Variance and I Tell You Who You Are - Deriving Compound Compositionality from Word Alignments

Abstract: We use word alignment variance as an indicator for the non-compositionality of German and English noun compounds. Our work-in-progress results are on their own not competitive with state-of-the art approaches, but they show that alignment variance is correlated with compositionality and thus worth a closer look in the future.

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“…Villada Moirón and Tiedemann exploit this by calculating the number of different translations of a phrases based on alignments, and classifying phrases with a large variance in translations as possibly idiomatic. Similar approaches have been taken by Cap (2017), who applies this method to noun-noun compounds in German and English, and Tsvetkov and Wintner (2010), who do this for Hebrew, but mostly rely on incorrect and complex (not 1:1) alignments to detect non-compositionality.…”
Section: Pie Discoverymentioning
confidence: 96%
“…Villada Moirón and Tiedemann exploit this by calculating the number of different translations of a phrases based on alignments, and classifying phrases with a large variance in translations as possibly idiomatic. Similar approaches have been taken by Cap (2017), who applies this method to noun-noun compounds in German and English, and Tsvetkov and Wintner (2010), who do this for Hebrew, but mostly rely on incorrect and complex (not 1:1) alignments to detect non-compositionality.…”
Section: Pie Discoverymentioning
confidence: 96%