{"url":"/dataset/rgz-emu-semantic-taxonomy","name":"RGZ EMU: Semantic Taxonomy","full_name":"Radio Galaxy Zoo EMU: Towards a Semantic Radio Galaxy Morphology Taxonomy","description_markdown":"The data used in \r\n- \"Radio Galaxy Zoo EMU: Towards a Semantic Radio Galaxy Morphology Taxonomy\" (Bowles et al. submitted)\r\n- \"A New Task: Deriving Semantic Class Targets for the Physical Sciences\" (Bowles et al. 2022: https://arxiv.org/abs/2210.14760) accepted at the Fifth Workshop on Machine Learning and the Physical Sciences, Neural Information Processing Systems 2022.\r\n\r\nThis data consists of images of galaxies, and plain English annotations of the features of the radio galaxies, as well as expert classifications using pre-existing scientific classes.\r\n\r\nAdditionally the data presented contains checkpoints of the data at various stages throughout the processing initially completed with https://github.com/mb010/Text2Tag.","description_withheld":null,"homepage":"https://github.com/mb010/Text2Tag","introduced_date":"2022-10-27","introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"},{"name":"Tabular","url":"/datasets/modality/tabular"}],"tasks":[{"name":"Classification","url":"/task/classification-1","datasets_with_task":"/datasets/task/classification-1"},{"name":"Semantic Image-Text Similarity","url":"/task/semantic-image-text-similarity","datasets_with_task":"/datasets/task/semantic-image-text-similarity"},{"name":"Astronomy","url":"/task/astronomy","datasets_with_task":"/datasets/task/astronomy"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["RGZ EMU: Semantic Taxonomy"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}