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Evaluation of Field-Aware Neural Ranking Models for Recipe Search
Although this requires the specification of bespoke task-dependent models, encouraging empirical results are beginning to emerge.
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora
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.
Towards Multi-Language Recipe Personalisation and Recommendation
Our results are presented in a language-oriented (as opposed to model-oriented) fashion to emphasise the language-based goals of this work.
Dividing and Conquering Cross-Modal Recipe Retrieval: from Nearest Neighbours Baselines to SoTA
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.
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