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--- |
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dataset_info: |
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features: |
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- name: id |
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dtype: int64 |
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- name: negation_scope_tags |
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sequence: int64 |
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- name: tokens |
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sequence: string |
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splits: |
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- name: train |
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num_bytes: 1151278 |
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num_examples: 3779 |
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- name: dev |
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num_bytes: 238623 |
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num_examples: 815 |
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- name: test |
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num_bytes: 330388 |
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num_examples: 1116 |
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download_size: 335036 |
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dataset_size: 1720289 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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- split: dev |
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path: data/dev-* |
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- split: test |
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path: data/test-* |
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license: cc0-1.0 |
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task_categories: |
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- token-classification |
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language: |
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- en |
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tags: |
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- CD-SCO |
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--- |
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This dataset is converted from [SEM Shared Task 2012: Resolving the Scope and Focus of Negation](https://www.clips.ua.ac.be/sem2012-st-neg/data.html), [CD-SCO] dataset. |
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The creation of this data follows the approach of the Augment method described in [NegBERT (Khandelwal, et al. 2020)](http://www.lrec-conf.org/proceedings/lrec2020/pdf/2020.lrec-1.704.pdf). |
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That is, adding a special token ([NEG]) immediately before the predicate: |
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> This is [NEG] not a sentence. |
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Note that **the special token and the predicate is considered a whole**. That is, the actual sentence is like |
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> 'This' 'is' **'[NEG] not'** 'a' 'sentence' '.' |
