PrimeQA/

tydi-boolean_question_classifier-xlmr_large-20221117

A question type classification model based on XLM-RoBERTa.

The question type classifier takes as input the question, and returns a label that distinguishes between boolean and short answer extractive questions.

The model was initialized with xlm-roberta-large and fine-tuned on the boolean questions from TyDiQA, as well as BoolQ-X.

You can use the raw model for question classification. Biases associated with the pre-existing language model, bert-base-multilingual-cased, may be present in our fine-tuned model, tydiqa-boolean-question-classifier.

You can use this model directly in the the PrimeQA framework for supporting boolean question in reading comprehension as in this example.