Aflah

This guide compares byte and unicode tokenizers for text generation @mattdangerw Raised a PR based on our discussion, it's open for review now! Referring to the README, I will add...

Implementation of Random Insertion Layer, ToDo: Tests, Docstring, Error Handling Creating the PR to discuss the API design and should we keep the insertion_list given it can be done through...

Random Replacement

1

PR for Random Replacement Layer

Fixes #223 @mattdangerw @chenmoneygithub I believe the PR is ready for review!

SentencePieceTrainer

1

Fixes #249

Issue discussing the nuances for the Random Swaps layer. Rough colab implementation can be found [here](https://colab.research.google.com/gist/aflah02/236ff822f8eeb29f95423f664afff73a/randomswaps.ipynb)

Stop Word Dropout Layer - Data Augmentation

2

This is an extension to the [Random Deletion Layer](https://github.com/keras-team/keras-nlp/issues/152). I currently plan to use this issue to link the next PR which will add Stop Word Deletion specifically to the...

Integrating MLMMaskGenerator into BERT example

3

Fixes #166 Hey @chenmoneygithub Following our discussion I think the PR is ready for review!

Synonym Replacement Layer - Data Augmentation

16

Since issue #39 is very broad I've created this to specifically discuss the Synonym Replacement Layer - [ ] Parse WordNet - [ ] Work On Integrating With KerasNLP So...

BIO/IOB Tagging Text and Vice-a-Versa

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Are there any plans to add a BIO Tagging Layer to KerasNLP? This layer could take sentences and relevant spans as input and output their BIO representations. BIO Tags are...