Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

💡GENIUS – generating text using sketches! A strong text generation & data augmentation tool.

Augmenty is an augmentation library based on spaCy for augmenting texts.

Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper

Text augmentation, deep learning, and aspect-based sentiment analysis.

Bangla Text Augmentation

Chinese Characters Visualization & Chinese Text Augmentation.

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.

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 repository contains the data and code for the paper "Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation" (EMNLP2022-Findings).

Gathers machine learning and Tensorflow deep learning models for NLP problems

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.

Fast Augmentation library for NLP

🌟 Scott Miner's GitHub portfolio showcasing personal projects, coding skills, and expertise in Software Development/Data Analytics/AI/ML. Get in touch for collaboration!

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 study that aims to unfold what emotions did Filipino students manifest during a year of Covid-19 quarantines.

augmented reinforment learning in tensorflow with open gym and blender or unity