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        <title>Unsupervised Detection of Metaphorical Adjective-Noun Pairs</title>
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            <namePart type="given">Beata</namePart>
            <namePart type="family">Beigman Klebanov</namePart>
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            <namePart type="given">Ekaterina</namePart>
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            <namePart type="given">Patricia</namePart>
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    <abstract>Metaphor is a popular figure of speech. Popularity of metaphors calls for their automatic identification and interpretation. Most of the unsupervised methods directed at detection of metaphors use some hand-coded knowledge. We propose an unsupervised framework for metaphor detection that does not require any hand-coded knowledge. We applied clustering on features derived from Adjective-Noun pairs for classifying them into two disjoint classes. We experimented with adjective-noun pairs of a popular dataset annotated for metaphors and obtained an accuracy of 72.87% with k-means clustering algorithm.</abstract>
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%0 Conference Proceedings
%T Unsupervised Detection of Metaphorical Adjective-Noun Pairs
%A Pramanick, Malay
%A Mitra, Pabitra
%Y Beigman Klebanov, Beata
%Y Shutova, Ekaterina
%Y Lichtenstein, Patricia
%Y Muresan, Smaranda
%Y Wee, Chee
%S Proceedings of the Workshop on Figurative Language Processing
%D 2018
%8 June
%I Association for Computational Linguistics
%C New Orleans, Louisiana
%F pramanick-mitra-2018-unsupervised
%X Metaphor is a popular figure of speech. Popularity of metaphors calls for their automatic identification and interpretation. Most of the unsupervised methods directed at detection of metaphors use some hand-coded knowledge. We propose an unsupervised framework for metaphor detection that does not require any hand-coded knowledge. We applied clustering on features derived from Adjective-Noun pairs for classifying them into two disjoint classes. We experimented with adjective-noun pairs of a popular dataset annotated for metaphors and obtained an accuracy of 72.87% with k-means clustering algorithm.
%R 10.18653/v1/W18-0909
%U https://aclanthology.org/W18-0909
%U https://doi.org/10.18653/v1/W18-0909
%P 76-80

Markdown (Informal)

[Unsupervised Detection of Metaphorical Adjective-Noun Pairs](https://aclanthology.org/W18-0909) (Pramanick & Mitra, Fig-Lang 2018)

• Unsupervised Detection of Metaphorical Adjective-Noun Pairs (Pramanick & Mitra, Fig-Lang 2018)

ACL

• Malay Pramanick and Pabitra Mitra. 2018. Unsupervised Detection of Metaphorical Adjective-Noun Pairs. In Proceedings of the Workshop on Figurative Language Processing, pages 76–80, New Orleans, Louisiana. Association for Computational Linguistics.