Automatic Bilingual Phrase Dictionary Construction from GIZA++ Output

no code implementations • LREC (MWE) 2022 • Albina Khusainova, Vitaly Romanov, Adil Khan

Modern encoder-decoder based neural machine translation (NMT) models are normally trained on parallel sentences.

Machine Translation NMT +2

Evaluation of Morphological Embeddings for the Russian Language

no code implementations • 11 Mar 2021 • Vitaly Romanov, Albina Khusainova

A number of morphology-based word embedding models were introduced in recent years.

Chunking NER +3

Evaluation of Morphological Embeddings for English and Russian Languages

no code implementations • WS 2019 • Vitaly Romanov, Albina Khusainova

This paper evaluates morphology-based embeddings for English and Russian languages.

Language Modelling Word Similarity

Hierarchical Transformer for Multilingual Machine Translation

no code implementations • EACL (VarDial) 2021 • Albina Khusainova, Adil Khan, Adín Ramírez Rivera, Vitaly Romanov

The choice of parameter sharing strategy in multilingual machine translation models determines how optimally parameter space is used and hence, directly influences ultimate translation quality.

Machine Translation Translation