https://github.com/trigaten/ai-judge
https://github.com/trigaten/ai-judge
Last synced: about 2 months ago
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- Host: GitHub
- URL: https://github.com/trigaten/ai-judge
- Owner: trigaten
- Created: 2021-09-15T22:19:25.000Z (about 4 years ago)
- Default Branch: master
- Last Pushed: 2022-04-25T23:44:56.000Z (over 3 years ago)
- Last Synced: 2024-10-24T09:48:18.660Z (12 months ago)
- Language: C++
- Size: 3.13 MB
- Stars: 3
- Watchers: 3
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# AI-Judge
## Literature Review!
[AITA post classification](https://arxiv.org/pdf/2101.07664.pdf)
## Algorithm/training/DL Review!
Seq2seq+attention
GRUs
[LSTMs](https://colah.github.io/posts/2015-08-Understanding-LSTMs/)
[Word2vec embeddings](https://www.youtube.com/watch?v=QyrUentbkvw)
Teacher forcing, Curriculum learning
Pytorch
## Data Source
https://files.pushshift.io/reddit/ Remember AITA started in 2013, so we only need data from there on.
### AUX
Contains files from some simple classification experiments I was doing previously with post-only data. It contains some useful functionality like loading csv into
pandas, cleaning, stemming, and tokenizing (mostly in processing.py).