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Ask, and You Shall Receive: Building a question-answering system with Bert
Artificial Intelligence   Generative AI   Latest   Machine Learning   Natural Language Processing

Ask, and You Shall Receive: Building a question-answering system with Bert

Last Updated on April 17, 2023 by Editorial Team

Author(s): Lan Chu

Originally published on Towards AI.

[Find the data and code for this article here.]

Photo by Janasa Dasiuk on unsplash

QA is the task of extracting the answer from a given document. It needs the context, which is the document you want to search in and the question you want to ask, and it will return an answer to the given question.

QA task comes in many flavors such as extractive, open generative, and close generative, but the one we will focus on in this post is extractive question answering. This involves asking questions about a document and Bert identifying the answers as spans of text in the… Read the full blog for free on Medium.

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