Обобщенный канонический корреляционный анализ

We propose an image-mediated learning approach for cross-lingual document re- trieval where no or only a few parallel corpora are available. Using the images in image-text documents of each language …...

Multiview LSA (MVLSA) is a generalization of Latent Semantic Analysis (LSA) that sup- ports the fusion of arbitrary views of data and relies on Generalized Canonical Correlation Analysis (GCCA). We …...

AbstractWe address the task of unsupervised Semantic Textual Similarity (STS) by ensembling diverse pre-trained sentence encoders into sentence meta-embeddings. We apply, extend and evaluate different meta-embedding methods from the word …...