Answering Application Of Science Questions – ScienceQA (Science Question Answering) Lu et al. in Learning to Explain: Multimodal Reasoning Using Chains of Reasoning to Answer Scientific Questions
Science Question Answering (ScienceQA) is a new benchmark consisting of 21,208 multiple-choice questions on a variety of science topics and their corresponding lecture and explanation and answer annotations. Of the ScienceQA questions, 10,332 (48.7%) had an image context, 10,220 (48.2%) had text, and 6,532 (30.8%) had both. Most questions were explained with on-the-ground lectures (83.9%) and detailed explanations (90.5%). Discussion and explanation respectively provide general external knowledge and specific reasons for arriving at the correct answer. To our knowledge, ScienceQA is the first large-scale multimodal collection of lecture annotations and response annotations.
Answering Application Of Science Questions
ScienceQA, unlike previous datasets, has more domain diversity than three disciplines: natural sciences, linguistics, and social sciences. Questions in each topic are first by subject (biology, physics, chemistry, etc.), then by category (plants, cells, animals, etc.) and finally by skill (classify fruits and herbs as parts of plants, identify countries Africa ) grouped together. and so on). ScienceQA covers 26 subjects, 127 categories and 379 skills covering a wide range of subjects.
Psle Science Paper: Answering The Open Ended Questions Well
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