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Dataset . 2023
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Data sources: Datacite
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Dataset . 2023
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Dataset . 2023
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Dataset . 2023
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Dataset . 2023
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SciQA benchmark: Dataset and RDF dump

Authors: Auer, Sören; Barone, Dante A. C.; Bartz, Cassiano; Cortes, Eduardo G.; Jaradeh, Mohamad Yaser; Karras, Oliver; Koubarakis, Manolis; +6 Authors

SciQA benchmark: Dataset and RDF dump

Abstract

SciQA benchmark of questions and queries. The data dump is in NTriples format (RDF NT) taken from the ORKG system on 14.02.2023 at 02:04PM. The dump can be imported into a virtuoso endpoint or any RDF engine so it can be queried. The questions/queries are provided as JSON files, also train and test files are provided for each of the sets. Types of questions and queries: Handcrafted set of 100 questions Auto-generated set of 2465 questions More details on certain columns: "Classification rationale" It may contain the following values: Nested facts in the question Sorting, sum, average, minimum, maximum or count calculation required Filter used Mappings of Asking Point in the question to the ORKG ontology Explanation of Rationale for Non-factoid: Nested facts in the question. An entity (e.g., a system or a paper) or predicate is requested that is not explicitly stated in the question text and must be inferred while searching for an answer. Sorting, sum, average, minimum, maximum or count calculation required. To get the answer to the question it is necessary to make an aggregation of the query results. Filter used. To get the answer to the question it is necessary to use filtering of the query results by some conditions.

Keywords

QA dataset, SciQA benchmark, Scholarly knowledge graph, Question answering, rdf dump, ORKG

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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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visibility
download
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
OpenAIRE UsageCountsDownloads provided by UsageCounts
1
Average
Average
Average
156
320