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---
language:
- en
license:
- other
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
pretty_name: SemEval2012 task 2 Relational Similarity
---
# Dataset Card for "relbert/semeval2012_relational_similarity_v5"
## Dataset Description
- **Repository:** [RelBERT](https://github.com/asahi417/relbert)
- **Paper:** [https://aclanthology.org/S12-1047/](https://aclanthology.org/S12-1047/)
- **Dataset:** SemEval2012: Relational Similarity
### Dataset Summary
***IMPORTANT***: This is the same dataset as [relbert/semeval2012_relational_similarity](https://huggingface.co/datasets/relbert/semeval2012_relational_similarity),
but with a different dataset construction.
Relational similarity dataset from [SemEval2012 task 2](https://aclanthology.org/S12-1047/), compiled to fine-tune [RelBERT](https://github.com/asahi417/relbert) model.
The dataset contains a list of positive and negative word pair from 89 pre-defined relations.
The relation types are constructed on top of following 10 parent relation types.
```shell
{
1: "Class Inclusion", # Hypernym
2: "Part-Whole", # Meronym, Substance Meronym
3: "Similar", # Synonym, Co-hypornym
4: "Contrast", # Antonym
5: "Attribute", # Attribute, Event
6: "Non Attribute",
7: "Case Relation",
8: "Cause-Purpose",
9: "Space-Time",
10: "Representation"
}
```
Each of the parent relation is further grouped into child relation types where the definition can be found [here](https://drive.google.com/file/d/0BzcZKTSeYL8VenY0QkVpZVpxYnc/view?resourcekey=0-ZP-UARfJj39PcLroibHPHw).
## Dataset Structure
### Data Instances
An example of `train` looks as follows.
```
{
'relation_type': '8d',
'positives': [ [ "breathe", "live" ], [ "study", "learn" ], [ "speak", "communicate" ], ... ]
'negatives': [ [ "starving", "hungry" ], [ "clean", "bathe" ], [ "hungry", "starving" ], ... ]
}
```
### Data Splits
| name |train|validation|
|---------|----:|---------:|
|semeval2012_relational_similarity| 89 | 89|
### Number of Positive/Negative Word-pairs in each Split
| | positives | negatives |
|:------------------------------------------|------------:|------------:|
| ('1', 'parent', 'train') | 110 | 680 |
| ('10', 'parent', 'train') | 60 | 730 |
| ('10a', 'child', 'train') | 10 | 1655 |
| ('10a', 'child_prototypical', 'train') | 123 | 2438 |
| ('10b', 'child', 'train') | 10 | 1656 |
| ('10b', 'child_prototypical', 'train') | 117 | 2027 |
| ('10c', 'child', 'train') | 10 | 1658 |
| ('10c', 'child_prototypical', 'train') | 105 | 2030 |
| ('10d', 'child', 'train') | 10 | 1659 |
| ('10d', 'child_prototypical', 'train') | 99 | 1766 |
| ('10e', 'child', 'train') | 10 | 1661 |
| ('10e', 'child_prototypical', 'train') | 87 | 1118 |
| ('10f', 'child', 'train') | 10 | 1659 |
| ('10f', 'child_prototypical', 'train') | 99 | 1766 |
| ('1a', 'child', 'train') | 10 | 1655 |
| ('1a', 'child_prototypical', 'train') | 123 | 2192 |
| ('1b', 'child', 'train') | 10 | 1655 |
| ('1b', 'child_prototypical', 'train') | 123 | 2192 |
| ('1c', 'child', 'train') | 10 | 1658 |
| ('1c', 'child_prototypical', 'train') | 105 | 2030 |
| ('1d', 'child', 'train') | 10 | 1653 |
| ('1d', 'child_prototypical', 'train') | 135 | 2540 |
| ('1e', 'child', 'train') | 10 | 1661 |
| ('1e', 'child_prototypical', 'train') | 87 | 1031 |
| ('2', 'parent', 'train') | 100 | 690 |
| ('2a', 'child', 'train') | 10 | 1654 |
| ('2a', 'child_prototypical', 'train') | 129 | 2621 |
| ('2b', 'child', 'train') | 10 | 1658 |
| ('2b', 'child_prototypical', 'train') | 105 | 1610 |
| ('2c', 'child', 'train') | 10 | 1656 |
| ('2c', 'child_prototypical', 'train') | 117 | 2144 |
| ('2d', 'child', 'train') | 10 | 1659 |
| ('2d', 'child_prototypical', 'train') | 99 | 1667 |
| ('2e', 'child', 'train') | 10 | 1658 |
| ('2e', 'child_prototypical', 'train') | 105 | 1925 |
| ('2f', 'child', 'train') | 10 | 1658 |
| ('2f', 'child_prototypical', 'train') | 105 | 2240 |
| ('2g', 'child', 'train') | 10 | 1653 |
| ('2g', 'child_prototypical', 'train') | 135 | 2405 |
| ('2h', 'child', 'train') | 10 | 1658 |
| ('2h', 'child_prototypical', 'train') | 105 | 1925 |
| ('2i', 'child', 'train') | 10 | 1660 |
| ('2i', 'child_prototypical', 'train') | 93 | 1706 |
| ('2j', 'child', 'train') | 10 | 1659 |
| ('2j', 'child_prototypical', 'train') | 99 | 1964 |
| ('3', 'parent', 'train') | 80 | 710 |
| ('3a', 'child', 'train') | 10 | 1658 |
| ('3a', 'child_prototypical', 'train') | 105 | 1925 |
| ('3b', 'child', 'train') | 10 | 1658 |
| ('3b', 'child_prototypical', 'train') | 105 | 2240 |
| ('3c', 'child', 'train') | 10 | 1657 |
| ('3c', 'child_prototypical', 'train') | 111 | 1979 |
| ('3d', 'child', 'train') | 10 | 1655 |
| ('3d', 'child_prototypical', 'train') | 123 | 2315 |
| ('3e', 'child', 'train') | 10 | 1664 |
| ('3e', 'child_prototypical', 'train') | 69 | 1268 |
| ('3f', 'child', 'train') | 10 | 1658 |
| ('3f', 'child_prototypical', 'train') | 105 | 2345 |
| ('3g', 'child', 'train') | 10 | 1663 |
| ('3g', 'child_prototypical', 'train') | 75 | 1340 |
| ('3h', 'child', 'train') | 10 | 1659 |
| ('3h', 'child_prototypical', 'train') | 99 | 1964 |
| ('4', 'parent', 'train') | 80 | 710 |
| ('4a', 'child', 'train') | 10 | 1658 |
| ('4a', 'child_prototypical', 'train') | 105 | 2240 |
| ('4b', 'child', 'train') | 10 | 1662 |
| ('4b', 'child_prototypical', 'train') | 81 | 1163 |
| ('4c', 'child', 'train') | 10 | 1657 |
| ('4c', 'child_prototypical', 'train') | 111 | 2201 |
| ('4d', 'child', 'train') | 10 | 1665 |
| ('4d', 'child_prototypical', 'train') | 63 | 749 |
| ('4e', 'child', 'train') | 10 | 1657 |
| ('4e', 'child_prototypical', 'train') | 111 | 2423 |
| ('4f', 'child', 'train') | 10 | 1660 |
| ('4f', 'child_prototypical', 'train') | 93 | 1892 |
| ('4g', 'child', 'train') | 10 | 1654 |
| ('4g', 'child_prototypical', 'train') | 129 | 2492 |
| ('4h', 'child', 'train') | 10 | 1657 |
| ('4h', 'child_prototypical', 'train') | 111 | 2312 |
| ('5', 'parent', 'train') | 90 | 700 |
| ('5a', 'child', 'train') | 10 | 1655 |
| ('5a', 'child_prototypical', 'train') | 123 | 2315 |
| ('5b', 'child', 'train') | 10 | 1661 |
| ('5b', 'child_prototypical', 'train') | 87 | 1640 |
| ('5c', 'child', 'train') | 10 | 1658 |
| ('5c', 'child_prototypical', 'train') | 105 | 1925 |
| ('5d', 'child', 'train') | 10 | 1654 |
| ('5d', 'child_prototypical', 'train') | 129 | 2363 |
| ('5e', 'child', 'train') | 10 | 1661 |
| ('5e', 'child_prototypical', 'train') | 87 | 1640 |
| ('5f', 'child', 'train') | 10 | 1658 |
| ('5f', 'child_prototypical', 'train') | 105 | 2135 |
| ('5g', 'child', 'train') | 10 | 1660 |
| ('5g', 'child_prototypical', 'train') | 93 | 1892 |
| ('5h', 'child', 'train') | 10 | 1654 |
| ('5h', 'child_prototypical', 'train') | 129 | 2750 |
| ('5i', 'child', 'train') | 10 | 1655 |
| ('5i', 'child_prototypical', 'train') | 123 | 2561 |
| ('6', 'parent', 'train') | 80 | 710 |
| ('6a', 'child', 'train') | 10 | 1654 |
| ('6a', 'child_prototypical', 'train') | 129 | 2492 |
| ('6b', 'child', 'train') | 10 | 1658 |
| ('6b', 'child_prototypical', 'train') | 105 | 2135 |
| ('6c', 'child', 'train') | 10 | 1656 |
| ('6c', 'child_prototypical', 'train') | 117 | 2495 |
| ('6d', 'child', 'train') | 10 | 1659 |
| ('6d', 'child_prototypical', 'train') | 99 | 2261 |
| ('6e', 'child', 'train') | 10 | 1658 |
| ('6e', 'child_prototypical', 'train') | 105 | 2135 |
| ('6f', 'child', 'train') | 10 | 1657 |
| ('6f', 'child_prototypical', 'train') | 111 | 2090 |
| ('6g', 'child', 'train') | 10 | 1657 |
| ('6g', 'child_prototypical', 'train') | 111 | 1979 |
| ('6h', 'child', 'train') | 10 | 1654 |
| ('6h', 'child_prototypical', 'train') | 129 | 2621 |
| ('7', 'parent', 'train') | 80 | 710 |
| ('7a', 'child', 'train') | 10 | 1655 |
| ('7a', 'child_prototypical', 'train') | 123 | 2561 |
| ('7b', 'child', 'train') | 10 | 1662 |
| ('7b', 'child_prototypical', 'train') | 81 | 1082 |
| ('7c', 'child', 'train') | 10 | 1658 |
| ('7c', 'child_prototypical', 'train') | 105 | 1715 |
| ('7d', 'child', 'train') | 10 | 1655 |
| ('7d', 'child_prototypical', 'train') | 123 | 2561 |
| ('7e', 'child', 'train') | 10 | 1659 |
| ('7e', 'child_prototypical', 'train') | 99 | 1568 |
| ('7f', 'child', 'train') | 10 | 1657 |
| ('7f', 'child_prototypical', 'train') | 111 | 1757 |
| ('7g', 'child', 'train') | 10 | 1660 |
| ('7g', 'child_prototypical', 'train') | 93 | 1148 |
| ('7h', 'child', 'train') | 10 | 1655 |
| ('7h', 'child_prototypical', 'train') | 123 | 1946 |
| ('8', 'parent', 'train') | 80 | 710 |
| ('8a', 'child', 'train') | 10 | 1655 |
| ('8a', 'child_prototypical', 'train') | 123 | 2192 |
| ('8b', 'child', 'train') | 10 | 1662 |
| ('8b', 'child_prototypical', 'train') | 81 | 1487 |
| ('8c', 'child', 'train') | 10 | 1657 |
| ('8c', 'child_prototypical', 'train') | 111 | 1757 |
| ('8d', 'child', 'train') | 10 | 1656 |
| ('8d', 'child_prototypical', 'train') | 117 | 1910 |
| ('8e', 'child', 'train') | 10 | 1658 |
| ('8e', 'child_prototypical', 'train') | 105 | 1610 |
| ('8f', 'child', 'train') | 10 | 1657 |
| ('8f', 'child_prototypical', 'train') | 111 | 1868 |
| ('8g', 'child', 'train') | 10 | 1662 |
| ('8g', 'child_prototypical', 'train') | 81 | 839 |
| ('8h', 'child', 'train') | 10 | 1655 |
| ('8h', 'child_prototypical', 'train') | 123 | 2315 |
| ('9', 'parent', 'train') | 90 | 700 |
| ('9a', 'child', 'train') | 10 | 1655 |
| ('9a', 'child_prototypical', 'train') | 123 | 1946 |
| ('9b', 'child', 'train') | 10 | 1657 |
| ('9b', 'child_prototypical', 'train') | 111 | 2090 |
| ('9c', 'child', 'train') | 10 | 1662 |
| ('9c', 'child_prototypical', 'train') | 81 | 596 |
| ('9d', 'child', 'train') | 10 | 1660 |
| ('9d', 'child_prototypical', 'train') | 93 | 1985 |
| ('9e', 'child', 'train') | 10 | 1661 |
| ('9e', 'child_prototypical', 'train') | 87 | 1901 |
| ('9f', 'child', 'train') | 10 | 1659 |
| ('9f', 'child_prototypical', 'train') | 99 | 1766 |
| ('9g', 'child', 'train') | 10 | 1655 |
| ('9g', 'child_prototypical', 'train') | 123 | 2069 |
| ('9h', 'child', 'train') | 10 | 1656 |
| ('9h', 'child_prototypical', 'train') | 117 | 2261 |
| ('9i', 'child', 'train') | 10 | 1660 |
| ('9i', 'child_prototypical', 'train') | 93 | 1613 |
| ('AtLocation', 'N/A', 'validation') | 960 | 4646 |
| ('CapableOf', 'N/A', 'validation') | 536 | 4734 |
| ('Causes', 'N/A', 'validation') | 194 | 4738 |
| ('CausesDesire', 'N/A', 'validation') | 40 | 4730 |
| ('CreatedBy', 'N/A', 'validation') | 4 | 3554 |
| ('DefinedAs', 'N/A', 'validation') | 4 | 1182 |
| ('Desires', 'N/A', 'validation') | 56 | 4732 |
| ('HasA', 'N/A', 'validation') | 168 | 4772 |
| ('HasFirstSubevent', 'N/A', 'validation') | 4 | 3554 |
| ('HasLastSubevent', 'N/A', 'validation') | 10 | 4732 |
| ('HasPrerequisite', 'N/A', 'validation') | 450 | 4744 |
| ('HasProperty', 'N/A', 'validation') | 266 | 4766 |
| ('HasSubevent', 'N/A', 'validation') | 330 | 4768 |
| ('IsA', 'N/A', 'validation') | 816 | 4688 |
| ('MadeOf', 'N/A', 'validation') | 48 | 4726 |
| ('MotivatedByGoal', 'N/A', 'validation') | 50 | 4736 |
| ('PartOf', 'N/A', 'validation') | 82 | 4742 |
| ('ReceivesAction', 'N/A', 'validation') | 52 | 4726 |
| ('SymbolOf', 'N/A', 'validation') | 4 | 1184 |
| ('UsedFor', 'N/A', 'validation') | 660 | 4760 |
### Citation Information
```
@inproceedings{jurgens-etal-2012-semeval,
title = "{S}em{E}val-2012 Task 2: Measuring Degrees of Relational Similarity",
author = "Jurgens, David and
Mohammad, Saif and
Turney, Peter and
Holyoak, Keith",
booktitle = "*{SEM} 2012: The First Joint Conference on Lexical and Computational Semantics {--} Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation ({S}em{E}val 2012)",
month = "7-8 " # jun,
year = "2012",
address = "Montr{\'e}al, Canada",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/S12-1047",
pages = "356--364",
}
``` |