List of potentially new augmenters

[KennethEnevoldsen]

The following is a list of potentially new augmenters. If you wish a specific augmenter to be added before others please update the issue corresponding to the augmenter (if it doesn't have one feel free to create one).

A variation of existing augmenters:

• Add diverse name augmenter #9
• names -> usernames augmentation #8
• Common Danish spelling errors lookups
• Danish synonym augmenters using lookups
• Close Homophones Swap
• Geonames augmentation
• leet augmentation
• Multilingual Lexicon Perturbation
• Character duplication augmentation
• American british augmentation

New augmenters

• Random token insertion #5
• random token deletion #6
• Butter finger augmentation
• Date format
• Contractions and Expansions Perturbation
• gender swap
• Appended word soup, Adds a random sequence as to the end of sentence
• sentence shuffle augmenter
• conditional token replace augmenter
  • replace numerical
  • Emojis --> Emoticons augmentation
• conditional string replace
  • german ss -> ß
• punct augmentation
• Causal Negation & Strengthen
• Emojify augmentation
• tense augmentation
• OCR Augmentation
• Antonym augmentation
• tfidf augmentation
• wordembedding augmentation #25
• sentence swap

Batch augmenters

• Backtranslation e.g. based on this
• Neural paraphraser
• MLM augmentation
• Summarize article by abstractive summarization augmentation

A combination of existing augmenters

• EDA augmenter following the EDA paper