no code implementations • GWC 2019 • Filip Klubička, Alfredo Maldonado, Abhijit Mahalunkar, John Kelleher
Creating word embeddings that reflect semantic relationships encoded in lexical knowledge resources is an open challenge.
no code implementations • LREC 2020 • Filip Klubi{\v{c}}ka, Alfredo Maldonado, Abhijit Mahalunkar, John Kelleher
Our WordNet taxonomic random walk implementation allows the exploration of different random walk hyperparameters and the generation of a variety of different pseudo-corpora.
no code implementations • 14 Feb 2020 • Magdalena Kacmajor, John D. Kelleher, Filip Klubicka, Alfredo Maldonado
This paper connects a series of papers dealing with taxonomic word embeddings.
1 code implementation • WS 2019 • Kaytlin Chaloner, Alfredo Maldonado
We find that some domains are definitely more prone to gender bias than others, and that the categories of gender bias present also vary for each set of word embeddings.
1 code implementation • COLING 2018 • Erwan Moreau, Ashjan Alsulaimani, Alfredo Maldonado, Carl Vogel
This paper describes two systems for detecting Verbal Multiword Expressions (VMWEs) which both competed in the closed track at the PARSEME VMWE Shared Task 2018.
no code implementations • SEMEVAL 2018 • Alfredo Maldonado, Filip Klubi{\v{c}}ka
This paper describes a simple but competitive unsupervised system for hypernym discovery.
Ranked #6 on Hypernym Discovery on Music domain
no code implementations • WS 2017 • Alfredo Maldonado, Lifeng Han, Erwan Moreau, Ashjan Alsulaimani, Koel Dutta Chowdhury, Carl Vogel, Qun Liu
A description of a system for identifying Verbal Multi-Word Expressions (VMWEs) in running text is presented.
no code implementations • LREC 2016 • David Lewis, Kaniz Fatema, Alfredo Maldonado, Brian Walshe, Arturo Calvo
An assessment of the intellectual property requirements for data used in machine-aided translation is provided based on a recent EC-funded legal review.