no code implementations • 12 May 2021 • Kentaro Takiguchi, Mikhail Fain, Niall Twomey, Luis M Vaquero
Although this requires the specification of bespoke task-dependent models, encouraging empirical results are beginning to emerge.
no code implementations • 11 May 2021 • Mikhail Fain, Niall Twomey, Danushka Bollegala
Cross-lingual text representations have gained popularity lately and act as the backbone of many tasks such as unsupervised machine translation and cross-lingual information retrieval, to name a few.
no code implementations • 27 Jul 2020 • Niall Twomey, Mikhail Fain, Andrey Ponikar, Nadine Sarraf
Our results are presented in a language-oriented (as opposed to model-oriented) fashion to emphasise the language-based goals of this work.
no code implementations • 28 Nov 2019 • Mikhail Fain, Niall Twomey, Andrey Ponikar, Ryan Fox, Danushka Bollegala
We also use our method for comparing image and text encoders trained using different modern approaches, thus addressing the issues hindering the development of novel methods for cross-modal recipe retrieval.