Description:
fraug 0.0.1
FRAUG
The GitHub repository of the FRAUG (For Realistic AUGmentations) 🐸 library!
🚧 WIP
TODO
Methods
Sub-method
Sub-submethod
Interest of the method
Pseudo-code for French
Pseudo-code for multilingual
Rust
Example
Lexical substitution
Thesaurus
Dictionary of synonyms
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WordNet
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Wonef
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Word embedding
Gensim (Fauconnier)
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FastText
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Masked language model (BERT like)
Random
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POS
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TD-IDF
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Back-translation
Marian (Helsinki-NLP models)
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M2M100
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See if other models have appeared since
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Transformation of the text surface
Not relevant in French, will have to be done for English
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Random noise injection
Spelling mistakes injection
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Typing errors injection
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Unigram noise injection
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Noise injection
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Mixed sentences
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Random insertion
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Random swap
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Random deletion
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Cross-over augmentation
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Manipulating the syntax tree
Time manipulation
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Gender manipulation
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Number manipulation
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MixUp
Word Mix Up
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Sentence Mix Up
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Generative methods
Generate paraphrases
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Complexification
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Text simplification
Text summary
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Simplification
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License
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
Customer Reviews
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