Modeling the Non-Substitutability of Multiword Expressions with Distributional Semantics and a Log-Linear Model

A Single Word is not Enough: Ranking Multiword Expressions Using Distributional Semantics

Unsupervised Compositional Translation of Multiword Expressions

This article describes a dependency-based strategy that uses compositional distributional semantics and cross-lingual word embeddings to translate multiword expressions (MWEs). Our unsupervised approach performs translat…

Multilingual Wordnet sense Ranking using nearest context

In this paper, we combine methods to estimate sense rankings from raw text with recent work on word embeddings to provide sense ranking estimates for the entries in the Open Multilingual WordNet (OMW). The existing Word2…

Modeling MWEs in BTB-WN

The paper presents the characteristics of the predominant types of MultiWord expressions (MWEs) in the BulTreeBank WordNet {--} BTB-WN. Their distribution in BTB-WN is discussed with respect to the overall hierarchical o…

Semantics of Multiword Expressions in Transformer-Based Models: A Survey

Multiword expressions (MWEs) are composed of multiple words and exhibit variable degrees of compositionality. As such, their meanings are notoriously difficult to model, and it is unclear to what extent this issue affect…