Datasets:
Tasks:
Text Classification
Sub-tasks:
multi-class-classification
Languages:
English
ArXiv:
Tags:
relation extraction
License:
Update README.md
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README.md
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The language in the dataset is English.
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## Dataset Structure
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### Data Instances
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- **Size of downloaded dataset files:** 8.94 MB
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- **Size of the generated dataset:** 11.82 MB
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#### gids
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An example of 'train' looks as follows:
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```json
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{
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"
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"
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"obj_text":
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"
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}
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```
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#### gids_formatted
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An example of 'train' looks as follows:
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```json
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{
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}
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```
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- `obj_id`: the id of the relation object mention, a `string` feature.
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- `subj_text`: the text of the relation subject mention, a `string` feature.
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- `obj_text`: the text of the relation object mention, a `string` feature.
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- `relation`: the relation label of this instance,
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#### gids_formatted
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- `token`: the list of tokens of this sentence, obtained with spaCy, a `list` of `string` features.
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- `subj_start`: the 0-based index of the start token of the relation subject mention, an `ìnt` feature.
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- `subj_end`: the 0-based index of the end token of the relation subject mention, exclusive, an `ìnt` feature.
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- `obj_start`: the 0-based index of the start token of the relation object mention, an `ìnt` feature.
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- `obj_end`: the 0-based index of the end token of the relation object mention, exclusive, an `ìnt` feature.
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- `relation`: the relation label of this instance,
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### Data Splits
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| | Train | Dev | Test |
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The language in the dataset is English.
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## Dataset Structure
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### Data Instances
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|
|
|
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#### gids
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- **Size of downloaded dataset files:** 8.94 MB
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- **Size of the generated dataset:** 8.5 MB
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An example of 'train' looks as follows:
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```json
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{
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"sentence": "War as appropriate. Private Alfred James_Smurthwaite Sample. 26614. 2nd Battalion Yorkshire Regiment. Son of Edward James Sample, of North_Ormesby , Yorks. Died 2 April 1917. Aged 29. Born Ormesby, Enlisted Middlesbrough. Buried BUCQUOY ROAD CEMETERY, FICHEUX. Not listed on the Middlesbrough War Memorial Private Frederick Scott. 46449. 4th Battalion Yorkshire Regiment. Son of William and Maria Scott, of 25, Aspinall St., Heywood, Lancs. Born at West Hartlepool. Died 27 May 1918. Aged 24.",
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"subj_id": "/m/02qt0sv",
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"obj_id": "/m/0fnhl9",
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"subj_text": "James_Smurthwaite",
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"obj_text": "North_Ormesby",
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"relation": 4
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}
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```
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#### gids_formatted
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- **Size of downloaded dataset files:** 8.94 MB
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- **Size of the generated dataset:** 11.82 MB
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An example of 'train' looks as follows:
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```json
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{
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"token": ["announced", "he", "had", "closed", "shop", ".", "Mary", "D.", "Crisp", "Coyle", "opened", "in", "1951", ".", "Stoffey", ",", "a", "Maricopa", "County", "/", "Phoenix", "city", "resident", "and", "longtime", "customer", ",", "bought", "the", "business", "in", "2011", ",", "when", "then", "owners", "were", "facing", "closure", ".", "He", "renovated", "the", "diner", "is", "interior", ",", "increased", "training", "for", "staff", "and", "expanded", "the", "menu", "."],
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"subj_start": 6,
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"subj_end": 9,
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"obj_start": 17,
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"obj_end": 22,
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"relation": 4
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}
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```
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- `obj_id`: the id of the relation object mention, a `string` feature.
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- `subj_text`: the text of the relation subject mention, a `string` feature.
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- `obj_text`: the text of the relation object mention, a `string` feature.
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- `relation`: the relation label of this instance, an `int` classification label.
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```python
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{"NA": 0, "/people/person/education./education/education/institution": 1, "/people/person/education./education/education/degree": 2, "/people/person/place_of_birth": 3, "/people/deceased_person/place_of_death": 4}
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```
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#### gids_formatted
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- `token`: the list of tokens of this sentence, obtained with spaCy, a `list` of `string` features.
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- `subj_start`: the 0-based index of the start token of the relation subject mention, an `ìnt` feature.
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- `subj_end`: the 0-based index of the end token of the relation subject mention, exclusive, an `ìnt` feature.
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- `obj_start`: the 0-based index of the start token of the relation object mention, an `ìnt` feature.
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- `obj_end`: the 0-based index of the end token of the relation object mention, exclusive, an `ìnt` feature.
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- `relation`: the relation label of this instance, an `int` classification label.
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```python
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{"NA": 0, "/people/person/education./education/education/institution": 1, "/people/person/education./education/education/degree": 2, "/people/person/place_of_birth": 3, "/people/deceased_person/place_of_death": 4}
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```
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### Data Splits
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| | Train | Dev | Test |
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