| | --- |
| | license: mit |
| | task_categories: |
| | - token-classification |
| | language: |
| | - en |
| | dataset_info: |
| | features: |
| | - name: id |
| | dtype: string |
| | - name: tokens |
| | sequence: string |
| | - name: ner_tags |
| | sequence: |
| | class_label: |
| | names: |
| | '0': O |
| | '1': B-Context_Error |
| | '2': I-Context_Error |
| | '3': B-Non-query-able |
| | '4': I-Non-query-able |
| | '5': B-Not_a_criteria |
| | '6': I-Not_a_criteria |
| | '7': B-Qualifier |
| | '8': I-Qualifier |
| | '9': B-Parsing_Error |
| | '10': I-Parsing_Error |
| | '11': B-Competing_trial |
| | '12': I-Competing_trial |
| | '13': B-Temporal |
| | '14': I-Temporal |
| | '15': B-Value |
| | '16': I-Value |
| | '17': B-Procedure |
| | '18': I-Procedure |
| | '19': B-Visit |
| | '20': I-Visit |
| | '21': B-Mood |
| | '22': I-Mood |
| | '23': B-Measurement |
| | '24': I-Measurement |
| | '25': B-Observation |
| | '26': I-Observation |
| | '27': B-Intoxication_considerations |
| | '28': I-Intoxication_considerations |
| | '29': B-Device |
| | '30': I-Device |
| | '31': B-Drug |
| | '32': I-Drug |
| | '33': B-Post-eligibility |
| | '34': I-Post-eligibility |
| | '35': B-Grammar_Error |
| | '36': I-Grammar_Error |
| | '37': B-Undefined_semantics |
| | '38': I-Undefined_semantics |
| | '39': B-Negation |
| | '40': I-Negation |
| | '41': B-Subjective_judgement |
| | '42': I-Subjective_judgement |
| | '43': B-Informed_consent |
| | '44': I-Informed_consent |
| | '45': B-c-Requires_causality |
| | '46': I-c-Requires_causality |
| | '47': B-Condition |
| | '48': I-Condition |
| | '49': B-Line |
| | '50': I-Line |
| | '51': B-Multiplier |
| | '52': I-Multiplier |
| | '53': B-Pregnancy_considerations |
| | '54': I-Pregnancy_considerations |
| | '55': B-Reference_point |
| | '56': I-Reference_point |
| | '57': B-Person |
| | '58': I-Person |
| | '59': B-Non-representable |
| | '60': I-Non-representable |
| | splits: |
| | - name: test |
| | num_bytes: 645074 |
| | num_examples: 390 |
| | - name: train |
| | num_bytes: 3154770 |
| | num_examples: 1950 |
| | download_size: 1183630 |
| | dataset_size: 3799844 |
| | configs: |
| | - config_name: default |
| | data_files: |
| | - split: train |
| | path: data/train-* |
| | - split: test |
| | path: data/test-* |
| | --- |
| | |
| | ## Benchmark dataset CHIA |
| | This dataset was generated by the Data preprocessing step of the NERFAIR workflow (More information: https://github.com/YasCoMa/ner-fair-workflow ) |
| |
|
| | Original dataset: Kury, Fabrício, Alex Butler, Chi Yuan, Li-Heng Fu, Yingcheng Sun, Hao Liu, Ida Sim, Simona Carini, and Chunhua Weng. 2020. “Chia, a Large Annotated Corpus of Clinical Trial Eligibility Criteria.” Scientific Data 7 (1): 281. |
| |
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