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Dataset guide · Machine learning & corpora

Trust in AI

An annotated dataset provided by CSIRO for extracting novel concepts on trust in AI from scientific literature, including human and distant annotations.

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Machine learning & corporaFree to access

Key facts

InstitutionCSIRO
CoverageAustralia
Time spanFrom 2000-01-01
Scale7 files
LicenseTerms: check the source page
AccessCSIRO DAP

Contents & fields

The dataset contains 7 files, divided into human annotation and distant annotation parts. Human annotation includes dev.json, test.json, train.json (JSON format); distant annotation includes string_based_results.pickle and vector_based_results.pickle (pickle format); plus a README.md and a CSV file Trust_in_AI_paperlist.csv. No field-level description is publicly available on the source page.

Research uses

Suitable for research in natural language processing, trust analysis, and scientific literature mining, especially for automatically extracting novel concepts related to trust in AI from academic papers.

Information comes from the source page. Please check that page for current details and terms.

Keywords

trust in AIannotated datasetscientific literature miningnovel concept extractionCSIRO

Access & license

License: Terms: check the source page | Free to access

Why this is hard to get on your own

Lack of annotated data for extracting novel concepts on trust in AI from scientific literature; this dataset provides human and distant annotation benchmarks.

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Same domain

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