Titlecase
This test checks if the NLP model can handle input text that is in titlecase format, where the first letter of each word is capitalized.
alias_name: titlecase
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
titlecase:
min_pass_rate: 0.7
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 titlecase
test.
- min_pass_rate (float): Minimum pass rate to pass the test.
- prob (float): Controls the proportion of words to be changed.
Examples
Original | Test Case |
---|---|
The quick brown fox jumps over the lazy dog. | The Quick Brown Fox Jumps Over the Lazy Dog. |
I LIKE TO SHOUT. | I Like To Shout. |
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