textaugment
word_forms
| textaugment | word_forms | |
|---|---|---|
| 2 | 1 | |
| 372 | 602 | |
| 1.3% | - | |
| 4.6 | 0.0 | |
| 2 months ago | almost 3 years ago | |
| Python | Python | |
| MIT License | MIT License |
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textaugment
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NLP augmentation models
I just came across this Python library. It has a bunch of dictionary-, backtranslation- and knowledge-based heuristics that should work most of the time:
- Prefer volume or quality for BERT-based Text classification model
word_forms
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Is there any alternative Python's word-forms?
However, I've had a peek into the word-forms source code and it seems very easy to translate to Java, it's basically parsing a big amount of data from text files. In my opinion, creating a Java version would be a nice open-source project, if there's anyone willing to do it.
What are some alternatives?
AugLy - A data augmentations library for audio, image, text, and video.
grungegirl - grungegirl is the hacker's drug encyclopedia. programmed in python for maximum modularity and ease of configuration.
scattertext - Beautiful visualizations of how language differs among document types.
spacy-experimental - đŸ§ª Cutting-edge experimental spaCy components and features
wordnet - Stand-alone WordNet API
simplenlg - Java API for Natural Language Generation. Originally developed by Ehud Reiter at the University of Aberdeen’s Department of Computing Science and co-founder of Arria NLG. This git repo is the official SimpleNLG version.
tfops-aug - TFOps-Aug: Implementation of policy-based image augmentation techniques based on TF2 Operations. All augmentations as efficient Tensorflow 2.11.0 operations. Easy integration into a tf.data API pipeline.
tmatch - Super fast token matcher
magnitude - A fast, efficient universal vector embedding utility package.
simplemma - Simple multilingual lemmatizer for Python, especially useful for speed and efficiency
wordhoard - This Python module can be used to obtain antonyms, synonyms, hypernyms, hyponyms, homophones and definitions.
trace-dkey - Python library to trace path of a particular key inside a nested dict