Skip to content

peridotleaves/Dialect_Bias

Repository files navigation

1. Create Grammatically Transformed Datasets

environment file: multivalue.yml (also used for analysis)

make_transformed_datasets.py

2. Run Eval-Harness on Grammatically Transformed Datasets

environment file: eval_harness.yml

Eval-Harness prompts and files can be found at https://github.com/peridotleaves/lm-evaluation-harness/tree/ed5ca052abdc6c02cdc0c46aff7611767919dda5

under lm_eval/tasks/[dataset_name]

3. Grammar Perturbation Performance Analysis

All statistical analysis performed in grammar_rule_effects.ipynb. Necessary eval-harness files are expected in default folder path.

Other:

Perplexity analysis:

perplexity.py

Grammar Effects Regression

regression.py

Exploratory Grammatical Transformations

process_qa_datasets.ipynb

About

No description, website, or topics provided.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published