This repository uses BERT for medical diagnosis, incorporating data augmentation techniques like backtranslation and paraphrasing to improve model performance in predicting diseases from symptom descriptions.

A backtranslation based style transfer model.

Data Augmentation을 위한 Back Translation 과정에 사용한 Translator 정리

Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders

Persona Styled Recipes are generated given a list of ingredients

Extended version of BakUEB; work in progress started April 2021.

Protein to RNA reverse translation

Program and package that retrieves nucleotide coding sequences from NCBI that correspond to a set of input protein sequences.

Few NLP augmentation techniques: synonym/antonym and back translation.

A multilingual model XLM- RoBERTa for the textual entailment of sequence pair - premise and hypothesis of 15 different languages using the MNLI and XNLI corpus.

Code for experiments done for EMNLP2020.

Python library for backtranslation (with Google Translate)

Roundtrip translation (aka back translation) python package

Code for "Semi-Supervised Models via Data Augmentation for Classifying Interactive Affective Responses"

back translation for NLP

Exploring the Limits of Low-Resource Neural Machine Translation