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Helping Machines Be Conversational

by Michael McLaughlin
CoQA Dataset

Stanford University researchers have released the Conversational Question Answering (CoQA) dataset to help machines better gather and provide information in conversations with humans. The dataset includes 127,000 questions from 8,000 different conversations. These conversations are from seven different types of text, including children’s stories, high school English exams, and Reddit. AI models often struggle to answer questions across different domains (i.e. news stories vs. English exams), and the researchers found that humans significantly outperformed reading comprehension models in answering the questions.

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