15 citations · 24 across the 4 of their papers we have counts for
4 papers
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora
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 retrie…
Evaluation of Field-Aware Neural Ranking Models for Recipe Search
Kentaro Takiguchi, Mikhail Fain, Niall Twomey +1
Explicitly modelling field interactions and correlations in complex document structures has recently gained popularity in neural document embedding and retrieval tasks. Although th…
Towards Multi-Language Recipe Personalisation and Recommendation
Niall Twomey, Mikhail Fain, Andrey Ponikar +1
Multi-language recipe personalisation and recommendation is an under-explored field of information retrieval in academic and production systems. The existing gaps in our current un…
Dividing and Conquering Cross-Modal Recipe Retrieval: from Nearest Neighbours Baselines to SoTA
Mikhail Fain, Niall Twomey, Andrey Ponikar +2
We propose a novel non-parametric method for cross-modal recipe retrieval which is applied on top of precomputed image and text embeddings. By combining our method with standard ap…