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:

• [ ] #9
• [ ] #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

• [x] #5
• [x] #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
• [x] #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