Екітілді сөздік индукциясы
Related Papers
Knowledge Distillation for Bilingual Dictionary Induction
AbstractLeveraging zero-shot learning to learn mapping functions between vector spaces of different languages is a promising approach to bilingual dictionary induction. However, methods using this approach have not yet achieved …...
Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction
AbstractMost recent approaches to bilingual dictionary induction find a linear alignment between the word vector spaces of two languages. We show that projecting the two languages onto a third, latent …...
Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings
AbstractMost existing methods for automatic bilingual dictionary induction rely on prior alignments between the source and target languages, such as parallel corpora or seed dictionaries. For many language pairs, such …...
Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction
AbstractBilingual dictionary induction (BDI) is the task of accurately translating words to the target language. It is of great importance in many low-resource scenarios where cross-lingual training data is not …...
Cross-Lingual Word Embeddings for Turkic Languages
AbstractThere has been an increasing interest in learning cross-lingual word embeddings to transfer knowledge obtained from a resource-rich language, such as English, to lower-resource languages for which annotated data is …...