Inducing Embeddings for Rare Words through Morphological Decomposition, Stemming and Bidirectional Translation.

Xiaotao Li Shujuan You Wai Chen

Published in: ICMLA (2019)

Keyphrases

word forms
n gram
language independent
english words
machine translation
syntactic categories
stop words
multiword
character n grams
image processing

translation model
decomposition method
parallel texts
out of vocabulary
keywords
mathematical morphology
manifold learning
parallel corpora
compound words

shape decomposition
word level
word segmentation
word alignment
parallel corpus
low dimensional
multiscale
related words
euclidean space

text classification
structuring elements
dimensionality reduction
cross language information retrieval
morphological analysis
information retrieval
language model
preprocessing
cross lingual