--- title: Question Answering Tutorial with Hugging Face BERT |... description: Question answering AI systems use NLP and machine learning techniques to understand natural language questions and provide relevant answers. BERT is a powerful... canonical: https://daily.dev/posts/question-answering-tutorial-with-hugging-face-bert-exxact-blog-wqjzp3wfk twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Question Answering Tutorial with Hugging Face BERT | Exxact Blog | daily.dev og:description: Question answering AI systems use NLP and machine learning techniques to understand natural language questions and provide relevant answers. BERT is a powerful... og:url: https://daily.dev/posts/question-answering-tutorial-with-hugging-face-bert-exxact-blog-wqjzp3wfk og:image: https://api.daily.dev/og/posts/WqjZP3WFk.png og:image:alt: Question Answering Tutorial with Hugging Face BERT | Exxact Blog og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Question Answering Tutorial with Hugging Face BERT | Exxact Blog **[AI in Plain English](https://daily.dev/sources/aiplainenglish)** · 5 min read · 1 upvotes · 0 comments ## Summary Question answering AI systems use NLP and machine learning techniques to understand natural language questions and provide relevant answers. BERT is a powerful model that can be fine-tuned for question answering tasks, either using only questions and answers, or also incorporating context. This tutorial focuses on the latter approach, using a fine-tuned BERT model with context to improve its comprehension and response capabilities. The CoQA dataset is used for training and evaluation, providing a source context, questions, and corresponding answers. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#bert](https://daily.dev/tags/bert), [#nlp](https://daily.dev/tags/nlp) [View this post on daily.dev](https://daily.dev/posts/question-answering-tutorial-with-hugging-face-bert-exxact-blog-wqjzp3wfk) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Question Answering Tutorial with Hugging Face BERT | Exxact Blog","url":"https://daily.dev/posts/question-answering-tutorial-with-hugging-face-bert-exxact-blog-wqjzp3wfk","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/question-answering-tutorial-with-hugging-face-bert-exxact-blog-wqjzp3wfk"},"datePublished":"2023-12-06T04:17:41.160Z","dateModified":"2024-08-30T02:22:41.342Z","description":"Question answering AI systems use NLP and machine learning techniques to understand natural language questions and provide relevant answers. 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