# Dataset Card for "relbert/conceptnet"

## Dataset Description
- **Repository:** [RelBERT](https://github.com/asahi417/relbert)
- **Paper:** [https://home.ttic.edu/~kgimpel/commonsense.html](https://home.ttic.edu/~kgimpel/commonsense.html)
- **Dataset:** High Confidence Subset of ConceptNet for link prediction

### Dataset Summary
The selected subset of ConceptNet used in [this work](https://home.ttic.edu/~kgimpel/commonsense.html).
We removed `NotCapableOf` and `NotDesires` to keep the positive relation only.
We consider the original test set as test set, dev1 as the training set, and dev2 as the validation set.

- Number of instances

 |                                 |   train |   validation |   test |
|:--------------------------------|--------:|-------------:|-------:|
| number of pairs                 |  583082 |         1184 |   1187 |
| number of unique relation types |      28 |           20 |     19 |

- Number of pairs in each relation type

 |                  |   number of pairs (train) |   number of pairs (validation) |   number of pairs (test) |
|:-----------------|--------------------------:|-------------------------------:|-------------------------:|
| AtLocation       |                     69838 |                            230 |                      250 |
| CapableOf        |                     71840 |                            124 |                      144 |
| Causes           |                     34732 |                             52 |                       45 |
| CausesDesire     |                      9616 |                             15 |                        5 |
| CreatedBy        |                       534 |                              1 |                        2 |
| DefinedAs        |                     11048 |                              2 |                        1 |
| DesireOf         |                        28 |                              0 |                        0 |
| Desires          |                      8960 |                             20 |                        8 |
| HasA             |                     19234 |                             43 |                       41 |
| HasFirstSubevent |                      7350 |                              2 |                        1 |
| HasLastSubevent  |                      5916 |                              5 |                        0 |
| HasPainCharacter |                         2 |                              0 |                        0 |
| HasPainIntensity |                         2 |                              0 |                        0 |
| HasPrerequisite  |                     47298 |                            116 |                      109 |
| HasProperty      |                     36610 |                             63 |                       70 |
| HasSubevent      |                     52468 |                             82 |                       83 |
| InheritsFrom     |                       112 |                              0 |                        0 |
| InstanceOf       |                       138 |                              0 |                        0 |
| IsA              |                     71034 |                            197 |                      211 |
| LocatedNear      |                         6 |                              0 |                        0 |
| LocationOfAction |                         6 |                              0 |                        0 |
| MadeOf           |                      1518 |                             10 |                       14 |
| MotivatedByGoal  |                     23668 |                             17 |                        8 |
| PartOf           |                      5402 |                             19 |                       22 |
| ReceivesAction   |                     20656 |                             15 |                       11 |
| RelatedTo        |                       178 |                              0 |                        1 |
| SymbolOf         |                       328 |                              2 |                        0 |
| UsedFor          |                     84560 |                            169 |                      161 |


## Dataset Structure
An example of `train` looks as follows.
```shell
{
  "relation": "IsA",
  "head": "baseball",
  "tail": "sport"
}
```


## Citation Information
```
@InProceedings{P16-1137,
  author = 	"Li, Xiang
		and Taheri, Aynaz
		and Tu, Lifu
		and Gimpel, Kevin",
  title = 	"Commonsense Knowledge Base Completion",
  booktitle = 	"Proceedings of the 54th Annual Meeting of the Association for      Computational Linguistics (Volume 1: Long Papers)    ",
  year = 	"2016",
  publisher = 	"Association for Computational Linguistics",
  pages = 	"1445--1455",
  location = 	"Berlin, Germany",
  doi = 	"10.18653/v1/P16-1137",
  url = 	"http://aclweb.org/anthology/P16-1137"
}
```
multilinguality:monolingual size_categories:n<1K language:en license:other region:us
{"language": ["en"], "license": ["other"], "multilinguality": ["monolingual"], "size_categories": ["n<1K"], "pretty_name": "relbert/conceptnet"}
TAGS
#multilinguality-monolingual #size_categories-n<1K #language-English #license-other #region-us 

Dataset Card for "relbert/conceptnet"
=====================================


Dataset Description
-------------------


* Repository: RelBERT
* Paper: URL
* Dataset: High Confidence Subset of ConceptNet for link prediction


### Dataset Summary


The selected subset of ConceptNet used in this work.
We removed 'NotCapableOf' and 'NotDesires' to keep the positive relation only.
We consider the original test set as test set, dev1 as the training set, and dev2 as the validation set.


* Number of instances



* Number of pairs in each relation type



Dataset Structure
-----------------


An example of 'train' looks as follows.



### Dataset Summary


The selected subset of ConceptNet used in this work.
We removed 'NotCapableOf' and 'NotDesires' to keep the positive relation only.
We consider the original test set as test set, dev1 as the training set, and dev2 as the validation set.


* Number of instances



* Number of pairs in each relation type



Dataset Structure
-----------------


An example of 'train' looks as follows.
TAGS
#multilinguality-monolingual #size_categories-n<1K #language-English #license-other #region-us 
 ### Dataset Summary


The selected subset of ConceptNet used in this work.
We removed 'NotCapableOf' and 'NotDesires' to keep the positive relation only.
We consider the original test set as test set, dev1 as the training set, and dev2 as the validation set.


* Number of instances



* Number of pairs in each relation type



Dataset Structure
-----------------


An example of 'train' looks as follows.
passage: TAGS
#multilinguality-monolingual #size_categories-n<1K #language-English #license-other #region-us 
### Dataset Summary


The selected subset of ConceptNet used in this work.
We removed 'NotCapableOf' and 'NotDesires' to keep the positive relation only.
We consider the original test set as test set, dev1 as the training set, and dev2 as the validation set.


* Number of instances



* Number of pairs in each relation type



Dataset Structure
-----------------


An example of 'train' looks as follows.