From: Crowdsourced dataset to study the generation and impact of text highlighting in classification tasks
Label | Name of data file/data set | File types (file extension) | Data repository and identifier (DOI or accession number) |
---|---|---|---|
Crowd highlights | crowdsourced_highlights.csv: the dataset containing highlighted passages provided by workers from Figure Eight | Comma-separated values (.csv) | https://0-doi-org.brum.beds.ac.uk/10.6084/m9.figshare.9917162.v4 |
ML highlights | ml_highlights.csv: the dataset containing the highlighted passages produced by automatic techniques | Comma-separated values (.csv) | https://0-doi-org.brum.beds.ac.uk/10.6084/m9.figshare.9917162.v4 |
Classification OA crowd highlights | classification_oa-crowd-highlights.csv: first dataset from Experiment 1. OA predicate using crowd-generated highlights | Comma-separated values (.csv) | https://0-doi-org.brum.beds.ac.uk/10.6084/m9.figshare.9917162.v4 |
Classification tech crowd highlights | classification_tech-crowd-highlights.csv: second dataset from Experiment 1. Tech predicate using crowd-generated highlights | Comma-separated values (.csv) | https://0-doi-org.brum.beds.ac.uk/10.6084/m9.figshare.9917162.v4 |
Classification Amazon crowd highlights | classification_amazon-crowd-highlights.csv: third dataset from Experiment 1. AMZ predicate using crowd-generated highlights | Comma-separated values (.csv) | https://0-doi-org.brum.beds.ac.uk/10.6084/m9.figshare.9917162.v4 |
Classification tech 3 × 12 crowd highlights | classification_tech-3 × 12-crowd-highlights.csv: first dataset from Experiment 2. tech predicate using crowd-generated highlights. Layout 3 × 12 | Comma-separated values (.csv) | https://0-doi-org.brum.beds.ac.uk/10.6084/m9.figshare.9917162.v4 |
Classification tech 6 × 6 crowd highlights | classification_tech-6 × 6-crowd-highlights.csv: second dataset from Experiment 2. tech predicate using crowd-generated highlights. layout 6 × 6 | Comma-separated values (.csv) | https://0-doi-org.brum.beds.ac.uk/10.6084/m9.figshare.9917162.v4 |
Classification OA ML highlights | classification_oa-ML-highlights.csv: first dataset from Experiment 3. OA predicate using machine-generated highlights | Comma-separated values (.csv) | https://0-doi-org.brum.beds.ac.uk/10.6084/m9.figshare.9917162.v4 |
Classification Tech ML highlights | classification_tech-ML-highlights.csv: second dataset from Experiment 3. Tech predicate using machine-generated highlights | Comma-separated values (.csv) | https://0-doi-org.brum.beds.ac.uk/10.6084/m9.figshare.9917162.v4 |
Classification Amazon ML highlights | classification_amazon-ML-highlights.csv: third dataset from Experiment 3. AMZ predicate using machine-generated highlights | Comma-separated values (.csv) | https://0-doi-org.brum.beds.ac.uk/10.6084/m9.figshare.9917162.v4 |