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Font change #262

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8758186
font change transformation added post-opt
pithysr Sep 1, 2021
5f951e0
readme and class name changed
pithysr Sep 1, 2021
0c3cca6
further changes in README
pithysr Sep 1, 2021
cd61e02
further changes in README
pithysr Sep 1, 2021
599284e
Even further changes in README
pithysr Sep 1, 2021
0f29142
Merge branch 'GEM-benchmark:main' into font_change
pithysr Sep 15, 2021
2b2f60c
changes after the reviews
pithysr Sep 18, 2021
b7cbe62
Merge branch 'font_change' of https://github.com/pithysr/NL-Augmenter…
pithysr Sep 18, 2021
a51022b
constructor updated
pithysr Sep 22, 2021
92b3f78
docstring added, list of languages added
pithysr Oct 1, 2021
e74c46f
Merge branch 'GEM-benchmark:main' into font_change
pithysr Oct 1, 2021
74c5711
Merge branch 'main' into font_change
pithysr Oct 10, 2021
9c82836
data and code section added to README
pithysr Oct 29, 2021
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30 changes: 30 additions & 0 deletions transformations/font_change/README.md
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# Font Change

The Font Change transformation modifies words in the input to have a stylized appearance using suitable Unicode characters, as often in encountered in social media posts.

Authors: [Shahab Raji](mailto:[email protected]) (Rutgers University) and [Gerard de Melo](http://gerard.demelo.org/)
(Hasso Plattner Institute / University of Potsdam)


## How does the transformation work?

Font Change adapts the appearance of randomly selected words in the input sentence. For each selected word, one of several possible appearance changes is chosen randomly.

Examples:

> The quick brown fox jumps over the lazy dog.

to

> The quick brown 🅵🅾🆇 ɾnɯds over the lazy ᴅᴏɢ.

## Data and code provenance

The changes in text are achieved using Unicode characters based on mapping tables from the [𝓾𝓷𝓲𝓬𝓸𝓭𝓮 𝙛𝙤𝙧𝙢𝙖𝙩𝙩𝙚𝙧](https://github.com/DenverCoder1/unicode-formatter) (MIT license) tool.

The code is implemented by the authors.

## Target tasks

This transformation can be used for data augmentation in text classification tasks.

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You should add a Data And Code Provenance section to point out the correct source of all the files.

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@kaustubhdhole Hi, I had this information in the README file but I added a separate section. However, now I cannot commit due to an error (No module named 'torchtext'). I did not have this error previously when submitting the code. Can I submit with git commit --no-verify?

1 change: 1 addition & 0 deletions transformations/font_change/__init__.py
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from .transformation import *
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