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.

python natural-language-processing text-mining password-generator password python3 authorization noise code-generation random-word-generator random-generator text-augmentation

UpdatedMay 15, 2021
Python

the-black-knight-01 /NLP-Models-Tensorflow

Star3

Gathers machine learning and Tensorflow deep learning models for NLP problems

text-to-speech ocr embedded text-classification text-similarity language-detection speech-to-text neural-machine-translation dependency-parser optical-character-recognition extractive-summarization pos-tagging stemming abstractive-summarization entity-tagging text-augmentation squad-question-answers question-answers sentence-pair-classification topic-generator

UpdatedMar 18, 2021
Jupyter Notebook

wyu-du /Self-Training-Dialogue-Generation

Star3

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

transformers self-training uncertainty-estimation dialogue-generation data-selection few-shot-learning text-augmentation few-shot-generation

UpdatedDec 5, 2022
Python

mohsin-riad /automation-bijoy-to-avro

Star3

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

unicode automation avro ansi bijoy-to-avro bijoy text-augmentation mohsin-riad ansi-to-unicode bijoytounicode bijoy2unicode

UpdatedJun 25, 2022
Jupyter Notebook

jaaack-wang /linguistic-knowledge-in-DA-for-NLP

Star3

Source Code, data, and results for my paper titled Linguistic Knowledge in Data Augmentation for Natural Language Processing: An Example on Chinese Question Matching.

nlp data-augmentation text-matching question-matching text-augmentation

UpdatedSep 5, 2022
Jupyter Notebook

ying-he /text_generation

Star2

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.

auto-translation online-translation text-augmentation

UpdatedMay 8, 2019
Python

tznurmin /TEA

Star2

Taxonomic Entity Augmentation makes biomedical texts less repetitive

nlp machine-learning bioinformatics taxonomy named-entity-recognition data-augmentation biomedical-text-mining nlp-pipeline text-augmentation augmentation-methods augmentation-pipeline

UpdatedMar 28, 2025
Python

sminerport /TextAugmentor

Star2

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.

python nlp natural-language-processing sentiment-analysis text-classification machine-translation data-augmentation back-translation text-augmentation nlpaug chatbot-training round-trip-translation