|
--- |
|
language: |
|
- en |
|
license: |
|
- other |
|
multilinguality: |
|
- monolingual |
|
pretty_name: SemEval2012 task 2 Relational Similarity |
|
--- |
|
# Dataset Card for "relbert/semeval2012_relational_similarity" |
|
## 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 |
|
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| 79 | 79| |
|
|
|
|
|
### 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", |
|
} |
|
``` |