https://github.com/xiyan128/text_style_transfer_transformer

UCSD LIGN 167 WI22 Project
https://github.com/xiyan128/text_style_transfer_transformer

Last synced: about 1 month ago
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UCSD LIGN 167 WI22 Project

• Host: GitHub
• URL: https://github.com/xiyan128/text_style_transfer_transformer
• Owner: xiyan128
• Created: 2022-03-10T23:11:52.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2022-04-22T21:00:47.000Z (over 2 years ago)
• Last Synced: 2023-08-05T20:37:03.858Z (over 1 year ago)
• Language: Jupyter Notebook
• Size: 37.3 MB
• Stars: 6
• Watchers: 3
• Forks: 3
• Open Issues: 1
• Metadata Files:
  • Readme: readme.md

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README

        
# Towards Unsupervised Few-Shot Text Transfer: A Method with Pretrained Language Model and Style Extractor

_UCSD LIGN 167 WI22 Final Project_

Personal implementation for _TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling_

- `t5_extractor.ipynb` contains most of the code used for the final model.

- Other notebooks are either for data processing or for preliminary experiments

- `writeup/` contains the final submission and the poster for the UCSD LIGN 167 course project

- `data/` includes part of the data used in the training. However, the amazon review dataset is not included since it is too large.