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IRAS Minor Planet Survey (IMPS) Data Set V6.0. The V6.0 version of this data set comprises the 2002 Supplemental IRAS Minor Planet Survey (SIMPS) which presents additional and revised diameters and albedos for asteroids detected by the 1983 IRAS mission. This version supersedes versions 1.0 through 5.0, which represent... | [
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TNO and Centaur Diameters, Albedos, and Densities Bundle V1.0. This data set is a compilation of published diameters, albedos, and densities for Transneptunian Objects (TNOs) and Centaurs. A total of 194 objects are listed, many with more than one entry. This version covers published values through 31 March 2018. | [
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Saturn Small Moon Shape Models Bundle V1.0. Digital shape models have been constructed from Cassini Imaging Science Subsystem (ISS) data for eleven of the small satellites of Saturn and delivered to the Planetary Data System. These satellites are: Pan, Daphnis, Atlas, Prometheus, Pandora, Epimetheus, Janus, Telesto, Ca... | [
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The Fermi Paradox and the Aurora Effect: Exo-civilization Settlement, Expansion, and Steady States. We model the settlement of the Galaxy by space-faring civilizations in order to address issues related to the Fermi Paradox. We are motivated to explore the problem in a way that avoids assumptions about the agency (i.e.... | [
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Identification of Stellar Flares Using Differential Evolution Template Optimization. We explore methods for the identification of stellar flare events in irregularly sampled data of ground-based time domain surveys. In particular, we describe a new technique for identifying flaring stars, which we have implemented in a... | [
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Untangling the Galaxy. I. Local Structure and Star Formation History of the Milky Way. Gaia DR2 provides unprecedented precision in measurements of the distance and kinematics of stars in the solar neighborhood. Through applying unsupervised machine learning on DR2's 5D data set (3D position + 2D velocity), we identify... | [
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The X-Ray-resolved Supernova Remnant S8 in the Dwarf Irregular Galaxy IC 1613. We conducted an observation of the nearby irregular galaxy IC 1613 with the Chandra X-ray Observatory using the S3 chip of the Advanced CCD Imaging Spectrometer (ACIS) with an effective exposure time of 49.9 ks. The observation primarily tar... | [
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Looking for Lurkers: Co-orbiters as SETI Observables. A recently discovered group of nearby co-orbital objects is an attractive location for extraterrestrial intelligence (ETI) to locate a probe to observe Earth while not being easily seen. These near-Earth objects provide an ideal way to watch our world from a secure ... | [
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Two Long-period Cataclysmic Variable Stars: ASASSN-14ho and V1062 Cyg. We report spectroscopy and photometry of the cataclysmic variable stars ASASSN-14ho and V1062 Cyg. Both are dwarf novae with spectra dominated by their secondary stars, which we classify approximately as K4 and M0.5, respectively. Their orbital peri... | [
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End of preview. Expand in Data Studio
UAT Keywords
Task description
Multi-label classification of the astrophysics literature for keywords discovery.
Corpus constitution
Query on keywords through SciX ADS' API. To be accepted, a paper must present both a keyword with the index of the UAT and the label of the UAT.
Version of UATs used to generate this dataset
Columns description
text: raw text of title + abstract.uat_uri: sorted URIs of the authors' assigned UATs.uat_label: corresponding labels of the authors' assigned UATs.multihot: multihot vectors of 2411 UATs generated from the uat_uri column and the label2idx dictionary (see attached file 'label_mapping.json').uat_uri_extended: additional UATs URIs detected with string match.uat_label_extended: additional UATs labels detected with string match.multihot_extended: multihot vectors of 2411 UATs generated from the uat_uri + the uat_uri_extended columns and the label2idx dictionary (see attached file 'label_mapping.json').
Related works
A dataset for the same task, using a previous UAT version, but with documents from more diverse sources:
https://huggingface.co/datasets/adsabs/SciX_UAT_keywords
Model trained on the aforementioned dataset:
https://huggingface.co/adsabs/KAILAS
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