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analysis
analysis
 
 
config
config
 
 
corpus
corpus
 
 
data
data
 
 
evaluation
evaluation
 
 
example_results
example_results
 
 
logs
logs
 
 
notebooks
notebooks
 
 
utils
utils
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 
baseline_classifier.py
baseline_classifier.py
 
 
contrastive_evaluation.py
contrastive_evaluation.py
 
 
display_data.py
display_data.py
 
 
expand_to_similar_words.ipynb
expand_to_similar_words.ipynb
 
 
fine_tune_models.py
fine_tune_models.py
 
 
graph_performance.py
graph_performance.py
 
 
play_with_data.ipynb
play_with_data.ipynb
 
 
plot_all.py
plot_all.py
 
 
plot_all_by_language.py
plot_all_by_language.py
 
 
plot_compare_two_langs.py
plot_compare_two_langs.py
 
 
polarity_and_performance_eval.py
polarity_and_performance_eval.py
 
 
process.sh
process.sh
 
 
process_experiment_results.py
process_experiment_results.py
 
 
process_us_reviews_dataset.py
process_us_reviews_dataset.py
 
 
requirements.txt
requirements.txt
 
 
resume_models_compressed.sh
resume_models_compressed.sh
 
 
test.joblib
test.joblib
 
 
train_models.sh
train_models.sh
 
 
train_models_compressed.sh
train_models_compressed.sh
 
 
train_models_multi.sh
train_models_multi.sh
 
 

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Fairness in Multilingual Sentiment Analysis

Pytorch and huggingface implementation as well as data and models, from the paper Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages https://arxiv.org/abs/2305.11673

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