Multiword expression processing: A survey

M Constant, G Eryiğit, J Monti, L Van Der Plas… - Computational …, 2017 - direct.mit.edu
Multiword expressions (MWEs) are a class of linguistic forms spanning conventional word
boundaries that are both idiosyncratic and pervasive across different languages. The …

Unsupervised type and token identification of idiomatic expressions

A Fazly, P Cook, S Stevenson - Computational Linguistics, 2009 - direct.mit.edu
Idiomatic expressions are plentiful in everyday language, yet they remain mysterious, as it is
not clear exactly how people learn and understand them. They are of special interest to …

[PDF][PDF] An empirical study on compositionality in compound nouns

S Reddy, D McCarthy, S Manandhar - Proceedings of 5th …, 2011 - aclanthology.org
A multiword is compositional if its meaning can be expressed in terms of the meaning of its
constituents. In this paper, we collect and analyse the compositionality judgments for a …

[PDF][PDF] Unsupervised recognition of literal and non-literal use of idiomatic expressions

C Sporleder, L Li - Proceedings of the 12th Conference of the …, 2009 - aclanthology.org
We propose an unsupervised method for distinguishing literal and non-literal usages of
idiomatic expressions. Our method determines how well a literal interpretation is linked to …

ID10M: Idiom identification in 10 languages

S Tedeschi, F Martelli, R Navigli - Findings of the Association for …, 2022 - aclanthology.org
Idioms are phrases which present a figurative meaning that cannot be (completely) derived
by looking at the meaning of their individual components. Identifying and understanding …

[PDF][PDF] The VNC-tokens dataset

P Cook, A Fazly, S Stevenson - … of the LREC Workshop Towards a Shared …, 2008 - Citeseer
Idiomatic expressions formed from a verb and a noun in its direct object position are a
productive cross-lingual class of multiword expressions, which can be used both …

[PDF][PDF] Learning English light verb constructions: contextual or statistical

Y Tu, D Roth - Proceedings of the Workshop on Multiword …, 2011 - aclanthology.org
In this paper, we investigate a supervised machine learning framework for automatically
learning of English Light Verb Constructions (LVCs). Our system achieves an 86.3 …

[PDF][PDF] Verb noun construction MWE token classification

M Diab, P Bhutada - Proceedings of the workshop on multiword …, 2009 - aclanthology.org
We address the problem of classifying multiword expression tokens in running text. We focus
our study on Verb-Noun Constructions (VNC) that vary in their idiomaticity depending on …

Classifying idiomatic and literal expressions using topic models and intensity of emotions

J Peng, A Feldman, E Vylomova - arXiv preprint arXiv:1802.09961, 2018 - arxiv.org
We describe an algorithm for automatic classification of idiomatic and literal expressions.
Our starting point is that words in a given text segment, such as a paragraph, that are …

[PDF][PDF] Learning semantic composition to detect non-compositionality of multiword expressions

M Yazdani, M Farahmand… - Proceedings of the 2015 …, 2015 - aclanthology.org
Non-compositionality of multiword expressions is an intriguing problem that can be the
source of error in a variety of NLP tasks such as language generation, machine translation …