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.
augmented reinforment learning in tensorflow with open gym and blender or unity
solution for https://www.kaggle.com/c/google-quest-challenge
Gathers machine learning and Tensorflow deep learning models for NLP problems
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.
A study that aims to unfold what emotions did Filipino students manifest during a year of Covid-19 quarantines.
Common approaches to text augmentation, from random text-editing perturbations, back translation, to model-based transformations.
Text augmentation, deep learning, and aspect-based sentiment analysis.
Feature space Augmentation
Dritributed Text Augmentation Techniques (Appeared AAAI 2023)
ANSI and Unicode are encoding standards used across the world by writers and common users. ANSI is an older encoding version and is used in operating systems like Windows 95/ 98 and much older systems. Unicode is a newer version of encoding used in the current day operating systems
Source Code, data, and results for my paper titled Linguistic Knowledge in Data Augmentation for Natural Language Processing: An Example on Chinese Question Matching.
Chinese Characters Visualization & Chinese Text Augmentation.
Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
AAAI Knowledge NLP Submission
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
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