Question Answering
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github.com20ブックマークThe Stanford Question Answering DatasetStanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading passage, or the question might be unanswer...
rajpurkar.github.io
rajpurkar.github.io
www.slideshare.net
github.com
github.com
github.com7ブックマークDynamic Memory Networks for Visual and Textual Question AnsweringNeural network architectures with memory and attention mechanisms exhibit certain reasoning capabilities required for question answering. One such architecture, the dynamic memory network (DMN), obtained high accuracy on a variety of language tasks. However, it was not shown whether the architect...
arxiv.org
arxiv.org7ブックマークLarge-scale Simple Question Answering with Memory NetworksTraining large-scale question answering systems is complicated because training sources usually cover a small portion of the range of possible questions. This paper studies the impact of multitask and transfer learning for simple question answering; a setting for which the reasoning required to a...
arxiv.org
arxiv.org
visualqa.org