Discriminative lexical semantic segmentation with gaps: running the MWE gamut

N Schneider, E Danchik, C Dyer… - Transactions of the …, 2014 - direct.mit.edu
We present a novel representation, evaluation measure, and supervised models for the task
of identifying the multiword expressions (MWEs) in a sentence, resulting in a lexical …

[PDF][PDF] Using distributional similarity of multi-way translations to predict multiword expression compositionality

B Salehi, P Cook, T Baldwin - … of the 14th Conference of the …, 2014 - aclanthology.org
We predict the compositionality of multiword expressions using distributional similarity
between each component word and the overall expression, based on translations into …

Paying attention to multi-word expressions in neural machine translation

M Rikters, O Bojar - arXiv preprint arXiv:1710.06313, 2017 - arxiv.org
Processing of multi-word expressions (MWEs) is a known problem for any natural language
processing task. Even neural machine translation (NMT) struggles to overcome it. This paper …

A flexible framework for collocation retrieval and translation from parallel and comparable corpora

O Mendoza Rivera, R Mitkov… - Multiword units in …, 2018 - degruyter.com
This paper outlines a methodology and a system for collocation retrieval and translation from
parallel and comparable corpora, developed with translators and language learners in mind …

[PDF][PDF] A single word is not enough: Ranking multiword expressions using distributional semantics

M Riedl, C Biemann - Proceedings of the 2015 conference on …, 2015 - aclanthology.org
We present a new unsupervised mechanism, which ranks word n-grams according to their
multiwordness. It heavily relies on a new uniqueness measure that computes, based on a …

[PDF][PDF] Spanish multiword expressions: Looking for a taxonomy

CP Escartín, AN Llopis, ES Martínez - Multiword expressions, 2018 - library.oapen.org
In this article, we analyze Spanish multiword expressions (MWEs) and describe their
linguistic properties. The ultimate goal of our analysis is to find an MWE taxonomy for …

CogNLP-Sheffield at CMCL 2021 Shared Task: Blending cognitively inspired features with transformer-based language models for predicting eye tracking patterns

P Vickers, R Wainwright… - Proceedings of the …, 2021 - eprints.whiterose.ac.uk
The CogNLP-Sheffield submissions to the CMCL 2021 Shared Task examine the value of a
variety of cognitively and linguistically inspired features for predicting eye tracking patterns …

[PDF][PDF] A supervised model for extraction of multiword expressions, based on statistical context features

M Farahmand, RT Martins - Proceedings of the 10th workshop on …, 2014 - aclanthology.org
We present a method for extracting Multiword Expressions (MWEs) based on the immediate
context they occur in, using a supervised model. We show some of these contextual features …

MwTExt: automatic extraction of multi-word terms to generate compound concepts within ontology

P Thanawala, J Pareek - International Journal of Information Technology, 2018 - Springer
Multiword expressions are omnipresent element of natural language, whose construal as a
linguistic resource has significant importance in various applications. This paper presents an …

[PDF][PDF] Investigación sistemática en terminología

CR Bevilacqua - Teoría y praxis en terminología, 2015 - csic.edu.uy
En este texto presentaremos las distintas etapas de la investigación sistemática en
terminología, con el objetivo de presentar directrices que sirvan de base para que se lleve a …