C. Coulombe.Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs. 2018 Follow More fromEdward Maand Towards Data Science AI Agents — From Concepts to Practical Implementation in Python This will change the way you think about AI and its capabilities ...
EDA是一种简单但是非常有效的文本数据增强方法,是由美国Protago实验室发表于 EMNLP-IJCNLP 2019 会议。 方法参考paper:EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks 论文核心...
Data augmentation effectively increases variance in training data resulting in increased accuracy and generalization in deep learning tasks. Augmentation of text data requires careful implementation so as to avoid text attacks. This paper presents a novel strategy for augmentation of text data in a ...
$ git clone git@github.com:dsfsi/textaugment.git $ cd textaugment $ python setup.py installHow to useThere are three types of augmentations which can be used:word2vec from textaugment import Word2vecfasttext from textaugment import Fasttext...
同义词等:https://github.com/fighting41love/funNLP/tree/master/data/ 小牛翻译:http://www.niutrans.com/index.html 其他资料 bert(keras):https://github.com/CyberZHG/keras-bert NLP数据增强汇总:https://github.com/quincyliang/nlp-data-augmentation 知乎NLP数据增强话题:https://www.zhihu.com/question...
同义词等:https://github.com/fighting41love/funNLP/tree/master/data/ 小牛翻译:http://www.niutrans.com/index.html 其他资料 bert(keras):https://github.com/CyberZHG/keras-bert NLP数据增强汇总:https://github.com/quincyliang/nlp-data-augmentation 知乎NLP数据增强话题:https://www.zhihu.com/question...
DaCy: A Unified Framework for Danish NLP Vol. 2989, 206–216 (CEUR Workshop Proceedings, 2021). Karsdorp, F., Kestemont, M. & Riddell, A. Humanities Data Analysis: Case Studies with Python (Princeton Univ. Press, 2021). Ruder, S., Peters, M. E., Swayamdipta, S. & Wolf, T. Tr...
Text enrichment / augmentation So, for any task, the minimum you should do is try to lowercase your text and remove noise. What entails noise depends on your domain (see section on Noise Removal). You can also do some basic normalization steps for more consistency and then systematically add...
Keyword Text Augmentation(EDA/UDA)example: examples/text_augmentation/text_augmentation_demo.pyshow code example and result import sys sys.path.append('..') from textgen.augment import TextAugment if __name__ == '__main__': docs = ['主要研究机器学习、深度学习、计算机视觉、智能对话系统...
RussianNLP/rutransformPublic NotificationsYou must be signed in to change notification settings Fork1 Star17 main 1Branch 0Tags Code README Apache-2.0 license RuTransform RuTransform is a Python framework for adversarial attacks and text data augmentation for Russian. ...