Neural machine translation: Challenges, progress and future
Abstract Machine translation (MT) is a technique that leverages computers to translate
human languages automatically. Nowadays, neural machine translation (NMT) which …
human languages automatically. Nowadays, neural machine translation (NMT) which …
Bilingual lexicon induction for low-resource languages using graph matching via optimal transport
Bilingual lexicons form a critical component of various natural language processing
applications, including unsupervised and semisupervised machine translation and …
applications, including unsupervised and semisupervised machine translation and …
A Structure-Aware Generative Adversarial Network for Bilingual Lexicon Induction
B Han, Q Tao, L Li, Z Xiong - Findings of the Association for …, 2023 - aclanthology.org
Bilingual lexicon induction (BLI) is the task of inducing word translations with a learned
mapping function that aligns monolingual word embedding spaces in two different …
mapping function that aligns monolingual word embedding spaces in two different …
Multi-stage framework with refinement based point set registration for unsupervised bi-lingual word alignment
Cross-lingual alignment of word embeddings are important in knowledge transfer across
languages, for improving machine translation and other multi-lingual applications. Current …
languages, for improving machine translation and other multi-lingual applications. Current …
Multilinguality from Static Embedding Spaces: Algorithmic, Geometric, and Data Considerations
KV Marchisio - 2023 - jscholarship.library.jhu.edu
To date, most work towards developing natural language processing (NLP) technologies
has focused on the English language. At the same time, there are an estimated 7000+ living …
has focused on the English language. At the same time, there are an estimated 7000+ living …
MAAM: A morphology-aware alignment model for unsupervised bilingual lexicon induction
The task of unsupervised bilingual lexicon induction (UBLI) aims to induce word translations
from monolingual corpora in two languages. Previous work has shown that morphological …
from monolingual corpora in two languages. Previous work has shown that morphological …
A Joint Super-Resolution and Deformable Registration Network for 3D Brain Images
S Lan, Z Guo - 2020 25th International Conference on Pattern …, 2021 - ieeexplore.ieee.org
In this paper, we propose a joint network for 3D brain images registration with super-
resolution to reduce deformable image registration errors caused by low resolution …
resolution to reduce deformable image registration errors caused by low resolution …