Datasets:
Tasks:
Text Classification
Languages:
English
Multilinguality:
monolingual
Size Categories:
10K<n<100K
Language Creators:
expert-generated
Annotations Creators:
expert-generated
License:
| { | |
| "NER": { | |
| "description": "This dataset is based on the SourceData database and is intented to facilitate training of NLP tasks in the cell and molecualr biology domain.\n", | |
| "citation": "@Unpublished{\n huggingface: dataset,\n title = {SourceData NLP},\n authors={Thomas Lemberger, EMBO},\n year={2021}\n}\n", | |
| "homepage": "https://huggingface.co/datasets/EMBO/sd-nlp", | |
| "license": "CC-BY 4.0", | |
| "features": { | |
| "input_ids": { | |
| "feature": { | |
| "dtype": "int32", | |
| "id": null, | |
| "_type": "Value" | |
| }, | |
| "length": -1, | |
| "id": null, | |
| "_type": "Sequence" | |
| }, | |
| "labels": { | |
| "feature": { | |
| "num_classes": 15, | |
| "names": [ | |
| "O", | |
| "I-SMALL_MOLECULE", | |
| "B-SMALL_MOLECULE", | |
| "I-GENEPROD", | |
| "B-GENEPROD", | |
| "I-SUBCELLULAR", | |
| "B-SUBCELLULAR", | |
| "I-CELL", | |
| "B-CELL", | |
| "I-TISSUE", | |
| "B-TISSUE", | |
| "I-ORGANISM", | |
| "B-ORGANISM", | |
| "I-EXP_ASSAY", | |
| "B-EXP_ASSAY" | |
| ], | |
| "names_file": null, | |
| "id": null, | |
| "_type": "ClassLabel" | |
| }, | |
| "length": -1, | |
| "id": null, | |
| "_type": "Sequence" | |
| }, | |
| "tag_mask": { | |
| "feature": { | |
| "dtype": "int8", | |
| "id": null, | |
| "_type": "Value" | |
| }, | |
| "length": -1, | |
| "id": null, | |
| "_type": "Sequence" | |
| } | |
| }, | |
| "post_processed": null, | |
| "supervised_keys": { | |
| "input": "input_ids", | |
| "output": "labels" | |
| }, | |
| "builder_name": "source_data_nlp", | |
| "config_name": "NER", | |
| "version": { | |
| "version_str": "0.0.1", | |
| "description": null, | |
| "major": 0, | |
| "minor": 0, | |
| "patch": 1 | |
| }, | |
| "splits": { | |
| "train": { | |
| "name": "train", | |
| "num_bytes": 41944780, | |
| "num_examples": 31410, | |
| "dataset_name": "source_data_nlp" | |
| }, | |
| "test": { | |
| "name": "test", | |
| "num_bytes": 5371795, | |
| "num_examples": 4224, | |
| "dataset_name": "source_data_nlp" | |
| }, | |
| "validation": { | |
| "name": "validation", | |
| "num_bytes": 11795593, | |
| "num_examples": 8861, | |
| "dataset_name": "source_data_nlp" | |
| } | |
| }, | |
| "download_checksums": { | |
| "https://huggingface.co/datasets/EMBO/sd-nlp/blob/main/sd_panels.zip": { | |
| "num_bytes": 22501489, | |
| "checksum": "45e9b09acd2238d71b07fcf0f33428d8b51a2dcfd476aaa760acf41d6d21cf4b" | |
| } | |
| }, | |
| "download_size": 22501489, | |
| "post_processing_size": null, | |
| "dataset_size": 59112168, | |
| "size_in_bytes": 81613657 | |
| }, | |
| "ROLES": { | |
| "description": "This dataset is based on the SourceData database and is intented to facilitate training of NLP tasks in the cell and molecualr biology domain.\n", | |
| "citation": "@Unpublished{\n huggingface: dataset,\n title = {SourceData NLP},\n authors={Thomas Lemberger, EMBO},\n year={2021}\n}\n", | |
| "homepage": "https://huggingface.co/datasets/EMBO/sd-nlp", | |
| "license": "CC-BY 4.0", | |
| "features": { | |
| "input_ids": { | |
| "feature": { | |
| "dtype": "int32", | |
| "id": null, | |
| "_type": "Value" | |
| }, | |
| "length": -1, | |
| "id": null, | |
| "_type": "Sequence" | |
| }, | |
| "labels": { | |
| "feature": { | |
| "num_classes": 5, | |
| "names": [ | |
| "O", | |
| "I-CONTROLLED_VAR", | |
| "B-CONTROLLED_VAR", | |
| "I-MEASURED_VAR", | |
| "B-MEASURED_VAR" | |
| ], | |
| "names_file": null, | |
| "id": null, | |
| "_type": "ClassLabel" | |
| }, | |
| "length": -1, | |
| "id": null, | |
| "_type": "Sequence" | |
| }, | |
| "tag_mask": { | |
| "feature": { | |
| "dtype": "int8", | |
| "id": null, | |
| "_type": "Value" | |
| }, | |
| "length": -1, | |
| "id": null, | |
| "_type": "Sequence" | |
| } | |
| }, | |
| "post_processed": null, | |
| "supervised_keys": { | |
| "input": "input_ids", | |
| "output": "labels" | |
| }, | |
| "builder_name": "source_data_nlp", | |
| "config_name": "ROLES", | |
| "version": { | |
| "version_str": "0.0.1", | |
| "description": null, | |
| "major": 0, | |
| "minor": 0, | |
| "patch": 1 | |
| }, | |
| "splits": { | |
| "train": { | |
| "name": "train", | |
| "num_bytes": 41944780, | |
| "num_examples": 31410, | |
| "dataset_name": "source_data_nlp" | |
| }, | |
| "test": { | |
| "name": "test", | |
| "num_bytes": 5371795, | |
| "num_examples": 4224, | |
| "dataset_name": "source_data_nlp" | |
| }, | |
| "validation": { | |
| "name": "validation", | |
| "num_bytes": 11795593, | |
| "num_examples": 8861, | |
| "dataset_name": "source_data_nlp" | |
| } | |
| }, | |
| "download_checksums": { | |
| "https://huggingface.co/datasets/EMBO/sd-nlp/blob/main/sd_panels.zip": { | |
| "num_bytes": 22501489, | |
| "checksum": "45e9b09acd2238d71b07fcf0f33428d8b51a2dcfd476aaa760acf41d6d21cf4b" | |
| } | |
| }, | |
| "download_size": 22501489, | |
| "post_processing_size": null, | |
| "dataset_size": 59112168, | |
| "size_in_bytes": 81613657 | |
| }, | |
| "BORING": { | |
| "description": "This dataset is based on the SourceData database and is intented to facilitate training of NLP tasks in the cell and molecualr biology domain.\n", | |
| "citation": "@Unpublished{\n huggingface: dataset,\n title = {SourceData NLP},\n authors={Thomas Lemberger, EMBO},\n year={2021}\n}\n", | |
| "homepage": "https://huggingface.co/datasets/EMBO/sd-nlp", | |
| "license": "CC-BY 4.0", | |
| "features": { | |
| "input_ids": { | |
| "feature": { | |
| "dtype": "int32", | |
| "id": null, | |
| "_type": "Value" | |
| }, | |
| "length": -1, | |
| "id": null, | |
| "_type": "Sequence" | |
| }, | |
| "labels": { | |
| "feature": { | |
| "num_classes": 3, | |
| "names": [ | |
| "O", | |
| "I-BORING", | |
| "B-BORING" | |
| ], | |
| "names_file": null, | |
| "id": null, | |
| "_type": "ClassLabel" | |
| }, | |
| "length": -1, | |
| "id": null, | |
| "_type": "Sequence" | |
| } | |
| }, | |
| "post_processed": null, | |
| "supervised_keys": { | |
| "input": "input_ids", | |
| "output": "labels" | |
| }, | |
| "builder_name": "source_data_nlp", | |
| "config_name": "BORING", | |
| "version": { | |
| "version_str": "0.0.1", | |
| "description": null, | |
| "major": 0, | |
| "minor": 0, | |
| "patch": 1 | |
| }, | |
| "splits": { | |
| "train": { | |
| "name": "train", | |
| "num_bytes": 38621600, | |
| "num_examples": 31410, | |
| "dataset_name": "source_data_nlp" | |
| }, | |
| "test": { | |
| "name": "test", | |
| "num_bytes": 4945580, | |
| "num_examples": 4224, | |
| "dataset_name": "source_data_nlp" | |
| }, | |
| "validation": { | |
| "name": "validation", | |
| "num_bytes": 10860972, | |
| "num_examples": 8861, | |
| "dataset_name": "source_data_nlp" | |
| } | |
| }, | |
| "download_checksums": { | |
| "https://huggingface.co/datasets/EMBO/sd-nlp/blob/main/sd_panels.zip": { | |
| "num_bytes": 22501489, | |
| "checksum": "45e9b09acd2238d71b07fcf0f33428d8b51a2dcfd476aaa760acf41d6d21cf4b" | |
| } | |
| }, | |
| "download_size": 22501489, | |
| "post_processing_size": null, | |
| "dataset_size": 54428152, | |
| "size_in_bytes": 76929641 | |
| }, | |
| "PANELIZATION": { | |
| "description": "This dataset is based on the SourceData database and is intented to facilitate training of NLP tasks in the cell and molecualr biology domain.\n", | |
| "citation": "@Unpublished{\n huggingface: dataset,\n title = {SourceData NLP},\n authors={Thomas Lemberger, EMBO},\n year={2021}\n}\n", | |
| "homepage": "https://huggingface.co/datasets/EMBO/sd-nlp", | |
| "license": "CC-BY 4.0", | |
| "features": { | |
| "input_ids": { | |
| "feature": { | |
| "dtype": "int32", | |
| "id": null, | |
| "_type": "Value" | |
| }, | |
| "length": -1, | |
| "id": null, | |
| "_type": "Sequence" | |
| }, | |
| "labels": { | |
| "feature": { | |
| "num_classes": 2, | |
| "names": [ | |
| "O", | |
| "B-PANEL_START" | |
| ], | |
| "names_file": null, | |
| "id": null, | |
| "_type": "ClassLabel" | |
| }, | |
| "length": -1, | |
| "id": null, | |
| "_type": "Sequence" | |
| } | |
| }, | |
| "post_processed": null, | |
| "supervised_keys": { | |
| "input": "input_ids", | |
| "output": "labels" | |
| }, | |
| "builder_name": "source_data_nlp", | |
| "config_name": "PANELIZATION", | |
| "version": "0.0.1", | |
| "splits": { | |
| "train": { | |
| "name": "train", | |
| "num_bytes": 9130748, | |
| "num_examples": 2175, | |
| "dataset_name": "source_data_nlp" | |
| }, | |
| "test": { | |
| "name": "test", | |
| "num_bytes": 1380376, | |
| "num_examples": 337, | |
| "dataset_name": "source_data_nlp" | |
| }, | |
| "validation": { | |
| "name": "validation", | |
| "num_bytes": 2641684, | |
| "num_examples": 622, | |
| "dataset_name": "source_data_nlp" | |
| } | |
| }, | |
| "download_checksums": { | |
| "https://huggingface.co/datasets/EMBO/sd-nlp/blob/main/sd_figs.zip": { | |
| "num_bytes": 4319735, | |
| "checksum": "110d4eed7333c918b74b6c8253f54164e3dba480a926f4155a13aeeae82f55ec" | |
| } | |
| }, | |
| "download_size": 4319735, | |
| "post_processing_size": null, | |
| "dataset_size": 13152808, | |
| "size_in_bytes": 17472543 | |
| } | |
| } |