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Answering questions about research papers
Ultimately we’d like for language models to help us make sense of more information than we can read and understand ourselves. As a small step in that direction, let’s make a recipe that answers questions about research papers.
To do so, we’ll:
In this tutorial, we’ll take a simple approach to step 2: We’ll classify for each paragraph whether it answers the question or not. We then take the paragraphs with the highest probability of answering the question and ask a model to answer the question given those paragraphs, reusing the question-answering recipe.