Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection on ShortScience.org

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Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection
Rei, Marek and Bulat, Luana and Kiela, Douwe and Shutova, Ekaterina
Empirical Methods on Natural Language Processing (EMNLP) - 2017 via Local Bibsonomy
Keywords: dblp

Summaries/Notes 1

[link] Summary by Marek Rei 7 years ago

A specialised architecture for detecting metaphorical phrases. Uses a gating mechanism to condition one word based on the other, a neural version of weighted cosine similarity to make a prediction and hinge loss to optimise the model. Achieves high results on detecting metaphorical adjective-noun, verb-object and verb-subject phrases.

https://i.imgur.com/p3zyCcJ.png

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