deep-learning

GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems

Multilingual ToD

MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER

A data augmentation method for NER.

UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resouce Cross-Lingual NLP

We propose UXLA, a novel data augmentation framework for self-supervised learning in zero-resource transfer learning scenarios.

DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks

Data augmentation for low resource tagging.

Unsupervised Word Translation

Adversarial Autoencoder with Cycle Consistency and Improved Training

Malay-English Neural Machine Translation System.

A demo of malay english Machine translation system.

LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space

This paper shows with a semi-supervised algorithm that BLI is more suitable through Non-Linear Mapping (specially for low resource languages).