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Description
The SciQ dataset contains 13,679 crowdsourced science exam questions. Questions are in multiple-choice format with four answer options each, covering Physics, Chemistry, and Biology, among other topics. For most questions, an additional paragraph with supporting evidence for the correct answer is provided.
Use Cases
Train multiple-choice question-answering models based on the provided four answer options.
Develop evidence-based reasoning systems using the supporting paragraphs for correct answers.
Benchmark model performance on science exam questions across Physics, Chemistry, and Biology.
Analyze question difficulty and topic distribution within the crowdsourced science exam corpus.
Strengths
Contains 13,679 science exam questions.
Questions are in a structured multiple-choice format with four options.
Most questions include a supporting evidence paragraph.
Limitations
Column-level documentation is absent; field semantics must be inferred after download.
Last updated 2022-12-22 15:46:48; freshness should be verified.
Row count is known, but other metadata like license and file formats are unknown.
Provenance
Source
bigbio via HuggingFace
Collection Method
Crowdsourced
Freshness
Last updated 2022-12-22 15:46:48.
License is unknown; terms of use must be verified before application.