Seligator

Seligator is a semantic sentence classifier, offering a wide variety of architectures to adapt to corpora specifics. It was developed and used in the context of my PhD, "Détection d'isotopies par apprentissage profond : l'exemple de la sexualité en latin classique et tardif", Thibault Clerice [Link]. Description of the software is provided in chapter four.

Name		Name	Last commit message	Last commit date
Latest commit History 53 Commits
dataset		dataset
html-outputs		html-outputs
seligator		seligator
.gitignore		.gitignore
00 - Get counter examples.ipynb		00 - Get counter examples.ipynb
01a - Dataset conversion.ipynb		01a - Dataset conversion.ipynb
01b - Corpus statistics-Copy1.ipynb		01b - Corpus statistics-Copy1.ipynb
01b - Corpus statistics.ipynb		01b - Corpus statistics.ipynb
02 - Train multiple configurations.ipynb		02 - Train multiple configurations.ipynb
03a - Train and save specific models.ipynb		03a - Train and save specific models.ipynb
03b - Train and save specific models - Debugging.ipynb		03b - Train and save specific models - Debugging.ipynb
04a - Visualize test results - Attention.ipynb		04a - Visualize test results - Attention.ipynb
04b - Visualize test results - Doc Vectors.ipynb		04b - Visualize test results - Doc Vectors.ipynb
05 - Tagging full texts.ipynb		05 - Tagging full texts.ipynb
06 - Search the params for the best modelsGeneric Model Parsing and viewing.ipynb		06 - Search the params for the best modelsGeneric Model Parsing and viewing.ipynb
07a - Evaluate results or Bert as a single Input.ipynb		07a - Evaluate results or Bert as a single Input.ipynb
07b - Convert Bert Main for General evaluation.ipynb		07b - Convert Bert Main for General evaluation.ipynb
07c - Evaluate 10 runs for each good model.ipynb		07c - Evaluate 10 runs for each good model.ipynb
08 - Detect common errors.ipynb		08 - Detect common errors.ipynb
09 - Study attention accross models.ipynb		09 - Study attention accross models.ipynb
9Xa -CSV Compression.ipynb		9Xa -CSV Compression.ipynb
9Xb - Debug Bert.ipynb		9Xb - Debug Bert.ipynb
9Xc - New siamese reading system.ipynb		9Xc - New siamese reading system.ipynb
HAN_preparsed.csv.gz		HAN_preparsed.csv.gz
LICENSE		LICENSE
README.md		README.md
constants.py		constants.py
requirements.txt		requirements.txt

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