There are 0 repository under back-translation topic.
Low resource machine translation using Transformers and Iterative Back translation
Source code and data for paper ``Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing" in ACL 2020.
Implementing 5 Different Approaches To Augmenting Data For Natural Language Processing Tasks.
An attempt to make Back-Translation differentiable, using probability weighted embeddings for predicted translations in the nucleus of the predicted distribution over target language sentences.
Cultural Translation Tool
A PyTorch implementation of a transformer network trained using back-translation
Low resource language machine translation(az,be,tr -> en).
This repo offers a Python script using NLPAug library & RTT to augment text datasets. It processes TXT files in "data/" folder, translating text and creating augmented versions. Augmented data enhances NLP tasks like chatbot training & text classification. Includes overview of techniques, applications & implementation.
A text generation library to paraphrase image captions using back translations or transfer learning.
Common approaches to text augmentation, from random text-editing perturbations, back translation, to model-based transformations.