Adjective Synonym Swap
This test provides a convenient way to convert adjectives into their equivalent synonyms.
To test QA models, we are using QAEval from Langchain where we need to use the model itself or other ML model for evaluation, which can make mistakes.
adjective_synonym_swap: min_pass_rate: 0.8 prob: 0.5 # Defaults to 1.0, which means all words will be transformed.
You can adjust the level of transformation in the sentence by using the “
prob” parameter, which controls the proportion of words to be changed during
- min_pass_rate (float): Minimum pass rate to pass the test.
- prob (float): Controls the proportion of words to be changed.
|Lisa is wearing a beautiful shirt today. This soup is not edible.||Lisa is wearing a pretty shirt today. This soup is not consumable.|
|They have a beautiful house.||They have a alluring house.|