Web: http://arxiv.org/abs/2202.02394

June 23, 2022, 1:11 a.m. | Yash Jakhotiya, Vaibhav Kumar, Ashwin Pathak, Raj Shah

cs.LG updates on arXiv.org arxiv.org

Large Language Models have been successful in a wide variety of Natural
Language Processing tasks by capturing the compositionality of the text
representations. In spite of their great success, these vector representations
fail to capture meaning of idiomatic multi-word expressions (MWEs). In this
paper, we focus on the detection of idiomatic expressions by using binary
classification. We use a dataset consisting of the literal and idiomatic usage
of MWEs in English and Portuguese. Thereafter, we perform the classification in
two …

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