Adjective Synonym Swap

This test provides a convenient way to convert adjectives into their equivalent synonyms.

alias_name: adjective_synonym_swap

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.

Config

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 adjective_synonym_swap test.

• min_pass_rate (float): Minimum pass rate to pass the test.
• prob (float): Controls the proportion of words to be changed.

Examples