| --- |
| 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. |
|
|
