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ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
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orkg-R0: A Dataset of Structured Summaries for the R0 estimate of Infectious Diseases from Complex Scientific Abstracts

orkg-R0: A Dataset of Structured Summaries for the R0 estimate of Infectious Diseases from Complex Scientific Abstracts

Abstract

This dataset is a curated dataset obtained by filtering, cleaning and manually annotating the metadata file available at CORD_19 dataset (https://allenai.org/data/cord-19). It contains structured summaries for the R0 estimate of infectious diseases from scientific abstracts. The main data directory contains two subdirectories, "raw" sub-folder where it holds the train, test, dev splits of the annotated data. The "processed" subdirectory contains train, test, and dev JSON files filled in a sub-selection of "Templates for FLAN." prompts. The sub-selection is : Drop and Squad_v2 templates. template number 8 from Drop and template number 3 from Squad_v2 have been excluded among all splits. Templates 9 and 10 from Drop have been just used in the training sets. Two main dataset types are included in this repository: Text_based and Json_based. The "dev_templated_files" subdirectory contains two subdirectories of "text" and "json". The "text" sub-folder contains the raw "dev" split filled in all suitable templates for dev where the responses are in the defined structured text_based format. The "json" sub-folder contains the raw "dev" split filled in all suitable templates for dev where the responses are in the defined structured json_based format. The "test_templated_files" subdirectory contains two subdirectories of "text" and "json". The "text" sub-folder contains the raw "test" split filled in all suitable templates for dev where the responses are in the defined structured text_based format. The "json" sub-folder contains the raw "test" split filled in all suitable templates for dev where the responses are in the defined structured json_based format. The "train_templated_files" Subdirectory contains subdirectories each representing a train dataset obtained using the specific templates. it contains 20 different train sets each having 2 json_based and text_based versions, resulting in 40 different training sets.

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selected citations
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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).
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!
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