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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

modalityAllTextImageAudioTabularVideo
taskAllText generationQuestion answeringImage classificationSpeech
sizeAllUnder 1K1K – 10K100K – 1M1M – 10M
formatAllParquetJSONCSVWebDataset
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01owaiskha9654 /PubMed_MultiLabel_Text_Classification_Dataset_MeSHThis dataset consists of a approx 50k collection of research articles from PubMed repository. Originally these documents are manually annotated by Biomedical Experts with their MeSH labels and each articles are described in terms of 10-15 MeSH labels. In this Dataset we have huge numbers of labels present as a MeSH major which is raising the issue of extremely large output space and severe label sparsity issues. To solve this Issue Dataset has been Processed and mapped to its root as Described… See the full description on the dataset page: https://huggingface.co/datasets/owaiskha9654/PubMed_MultiLabel_Text_Classification_Dataset_MeSH.tabulartext-classification10K<n<100K28 likes222 downloads4y agoHugging Face02DamianBoborzi /meshfleet_arena3dn<1K0 likes188 downloads4mo agoHugging Face03iu-ky /mesh-terms-tree-2024 PubMed MESH terms with treeNumbers information. Dataset of PubMed MESH terms. Every term has list of mesh terms tree location points of the term. Columns: termId termName treeNumbers Source of the data: https://nlmpubs.nlm.nih.gov/projects/mesh/MESH_FILES/xmlmesh/desc2024.xml texttext-classification10K<n<100K0 likes99 downloads2y agoHugging Face04vaibhavalakshmiravideshik /mesh-snomed-entity-alignment-15k MeSH-SNOMED Entity Alignment 15K MeSH-SNOMED Entity Alignment 15K is a biomedical heterogeneous knowledge graph alignment benchmark for cross-ontology matching between MeSH and SNOMED CT. It is designed to evaluate entity alignment systems under realistic large-graph conditions, where gold-aligned concepts are embedded in much larger biomedical graphs containing many structurally relevant but non-aligned background entities. This release is intended for the accompanying EMNLP… See the full description on the dataset page: https://huggingface.co/datasets/vaibhavalakshmiravideshik/mesh-snomed-entity-alignment-15k.image10K<n<100K2 likes66 downloads5mo agoHugging Face05arvinsingh /welsh-speech-3d-meshes Welsh Speech Dataset - 3D Facial Meshes 3D facial reconstructions from the Welsh Speech Dataset. Contents 3D meshes (.obj files) - One per frame Texture maps (.png files) - Fused left-right stereo images from 3DMD Captured using 3DMD 6-camera system ~330 zip files (one per speaker-phrase sequence) File Structure Files are organized as zip archives in the meshes/ directory, one zip per speaker-phrase sequence: meshes/ ├── speaker_01_phrase_01.zip ├──… See the full description on the dataset page: https://huggingface.co/datasets/arvinsingh/welsh-speech-3d-meshes.3dimage-to-3dn<1K0 likes34 downloads8mo agoHugging Face06iu-ky /pubmed-mesh-terms-level-1-articles-2024 PubMed articles with MeSH terms Small dataset of article abstacts and titles with MeSH terms information. Articles are selected with search for 100 top articles for level 1 MeSH terms. The articles with empty abstract are discarded. Dataset columns: pubmedid - pubmed id of the article language - 3 character language code title - article title abstract - article abstract termIds - serialized list of MeSH term ids of the article texttext-classification1K<n<10K0 likes25 downloads2y agoHugging Face07NLK-NML /MeSH-CZ-2025-base MeSH-CZ-2025-base - training dataset Czech translation of Medical Subject Headings version 2025 Download more MeSH-CZ data here @ nlk.cz License MeSH-CZ-2025 - training dataset © 2025 by National Medical Library is licensed under Creative Commons Attribution 4.0 International Structure "text1","text2","value","category" "term1","term2","1.0","cat1|cat2" category - multiple values-codes separated by a pipe… See the full description on the dataset page: https://huggingface.co/datasets/NLK-NML/MeSH-CZ-2025-base.texttext-classification1M<n<10M0 likes25 downloads1y agoHugging Face08HHS-Official /mesh-2025-update-update-all-fields-report MeSH 2025 Update - Update All Fields Report Description (Includes MeSH 2023 and 2024 changes) The MeSH 2025 Update - Update (All Fields) Report lists each individual modification made to a Descriptor or Supplementary Concept Record (SCR). More than one field on a term can be modified during YEP, resulting in a term having multiple entries on the list. This report includes MeSH changes from previous years, starting from 2023. Dataset Details Publisher:… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/mesh-2025-update-update-all-fields-report.text1K<n<10K0 likes23 downloads1y agoHugging Face09NLK-NML /MeSH-CZ-2025-notes MeSH-CZ-2025-notes - training dataset Czech translation of Medical Subject Headings version 2025 Download more MeSH-CZ data here @ nlk.cz License MeSH-CZ-2025 - training dataset © 2025 by National Medical Library is licensed under Creative Commons Attribution 4.0 International Structure "text1","text2","value","category" "term1","definition/note","0.5","cat1|cat2" category - multiple values-codes separated by a pipe… See the full description on the dataset page: https://huggingface.co/datasets/NLK-NML/MeSH-CZ-2025-notes.texttext-classification100K<n<1M0 likes21 downloads1y agoHugging Face10HHS-Official /mesh-2025-update-registry-number-update-report MeSH 2025 Update - Registry Number Update Report Description (Includes MeSH 2023 and 2024 changes) The MeSH 2025 Update - Registry Number Update Report lists changes to Registry Numbers on a Descriptor or Supplementary Concept Record (SCR). This report includes MeSH changes from previous years, starting from 2023. Dataset Details Publisher: National Library of Medicine Last Modified: 2024-12-16 Contact: National Library of Medicine (custserv@nlm.nih.gov)… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/mesh-2025-update-registry-number-update-report.textn<1K0 likes16 downloads1y agoHugging Face11finalform /split_meshtext100K<n<1M0 likes14 downloads1y agoHugging Face12HHS-Official /mesh-2025-update-delete-report MeSH 2025 Update - Delete Report Description (Includes MeSH 2023 and 2024 changes) The MeSH 2025 Update - Delete Report lists Descriptors and Supplementary Concept Records (SCRs) that have been removed from MeSH. This report includes MeSH changes from previous years, starting from 2023. Dataset Details Publisher: National Library of Medicine Last Modified: 2024-12-16 Contact: National Library of Medicine (custserv@nlm.nih.gov) Source Original… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/mesh-2025-update-delete-report.textn<1K0 likes13 downloads1y agoHugging Face13HHS-Official /mesh-2025-update-add-report MeSH 2025 Update - Add Report Description (Includes MeSH 2023 and 2024 changes) The MeSH 2025 Update - Add Report lists new Descriptors and Supplementary Concept Records (SCRs) that have been added to MeSH for the upcoming new release. It also includes terms that replace deleted terms, as well as new entry combinations (new precoordinated descriptor heading that replaces an existing descriptor/subheading combination). This report includes MeSH changes from previous… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/mesh-2025-update-add-report.text1K<n<10K0 likes11 downloads1y agoHugging Face14meshachaderele /danish-audio-benchmark-datasettextn<1K0 likes6 downloads3mo agoHugging Face

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