Use online translation tool to effectively generates new datasets in other language from original datasets, especially from those popular standard baseline datasets for specific tasks.
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Updated
May 8, 2019 - Python
Use online translation tool to effectively generates new datasets in other language from original datasets, especially from those popular standard baseline datasets for specific tasks.
This library helps you to create random words i.e noise in text data. Helpful in many tasks like the generation of random authorization token generation of constant or variable length, text data augmentation, etc.
Feature space Augmentation
Dritributed Text Augmentation Techniques (Appeared AAAI 2023)
Chinese Characters Visualization & Chinese Text Augmentation.
Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
This repository contains the data and code for the paper "Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation" (EMNLP2022-Findings).
💡GENIUS – generating text using sketches! A strong text generation & data augmentation tool.
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.
Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper
Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
[WIP] Fast text augmentation for small text corvus
Augmenty is an augmentation library based on spaCy for augmenting texts.
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