Datasets:
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
concepts-to-text
License:
Update files from the datasets library (from 1.4.0)
Browse filesRelease notes: https://github.com/huggingface/datasets/releases/tag/1.4.0
README.md
CHANGED
|
@@ -27,7 +27,7 @@
|
|
| 27 |
- [Citation Information](#citation-information)
|
| 28 |
- [Contributions](#contributions)
|
| 29 |
|
| 30 |
-
##
|
| 31 |
|
| 32 |
- **Homepage:** [https://inklab.usc.edu/CommonGen/index.html](https://inklab.usc.edu/CommonGen/index.html)
|
| 33 |
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
|
@@ -37,7 +37,7 @@
|
|
| 37 |
- **Size of the generated dataset:** 6.88 MB
|
| 38 |
- **Total amount of disk used:** 8.64 MB
|
| 39 |
|
| 40 |
-
###
|
| 41 |
|
| 42 |
CommonGen is a constrained text generation task, associated with a benchmark dataset,
|
| 43 |
to explicitly test machines for the ability of generative commonsense reasoning. Given
|
|
@@ -50,19 +50,19 @@ on unseen concept combinations. Our dataset, constructed through a combination o
|
|
| 50 |
crowd-sourcing from AMT and existing caption corpora, consists of 30k concept-sets and
|
| 51 |
50k sentences in total.
|
| 52 |
|
| 53 |
-
###
|
| 54 |
|
| 55 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 56 |
|
| 57 |
-
###
|
| 58 |
|
| 59 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 60 |
|
| 61 |
-
##
|
| 62 |
|
| 63 |
We show detailed information for up to 5 configurations of the dataset.
|
| 64 |
|
| 65 |
-
###
|
| 66 |
|
| 67 |
#### default
|
| 68 |
|
|
@@ -79,7 +79,7 @@ An example of 'train' looks as follows.
|
|
| 79 |
}
|
| 80 |
```
|
| 81 |
|
| 82 |
-
###
|
| 83 |
|
| 84 |
The data fields are the same among all splits.
|
| 85 |
|
|
@@ -88,55 +88,55 @@ The data fields are the same among all splits.
|
|
| 88 |
- `concepts`: a `list` of `string` features.
|
| 89 |
- `target`: a `string` feature.
|
| 90 |
|
| 91 |
-
###
|
| 92 |
|
| 93 |
| name |train|validation|test|
|
| 94 |
|-------|----:|---------:|---:|
|
| 95 |
|default|67389| 4018|1497|
|
| 96 |
|
| 97 |
-
##
|
| 98 |
|
| 99 |
-
###
|
| 100 |
|
| 101 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 102 |
|
| 103 |
-
###
|
| 104 |
|
| 105 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 106 |
|
| 107 |
-
###
|
| 108 |
|
| 109 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 110 |
|
| 111 |
-
###
|
| 112 |
|
| 113 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 114 |
|
| 115 |
-
##
|
| 116 |
|
| 117 |
-
###
|
| 118 |
|
| 119 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 120 |
|
| 121 |
-
###
|
| 122 |
|
| 123 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 124 |
|
| 125 |
-
###
|
| 126 |
|
| 127 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 128 |
|
| 129 |
-
##
|
| 130 |
|
| 131 |
-
###
|
| 132 |
|
| 133 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 134 |
|
| 135 |
-
###
|
| 136 |
|
| 137 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 138 |
|
| 139 |
-
###
|
| 140 |
|
| 141 |
```bib
|
| 142 |
@inproceedings{lin-etal-2020-commongen,
|
|
|
|
| 27 |
- [Citation Information](#citation-information)
|
| 28 |
- [Contributions](#contributions)
|
| 29 |
|
| 30 |
+
## Dataset Description
|
| 31 |
|
| 32 |
- **Homepage:** [https://inklab.usc.edu/CommonGen/index.html](https://inklab.usc.edu/CommonGen/index.html)
|
| 33 |
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
|
|
|
| 37 |
- **Size of the generated dataset:** 6.88 MB
|
| 38 |
- **Total amount of disk used:** 8.64 MB
|
| 39 |
|
| 40 |
+
### Dataset Summary
|
| 41 |
|
| 42 |
CommonGen is a constrained text generation task, associated with a benchmark dataset,
|
| 43 |
to explicitly test machines for the ability of generative commonsense reasoning. Given
|
|
|
|
| 50 |
crowd-sourcing from AMT and existing caption corpora, consists of 30k concept-sets and
|
| 51 |
50k sentences in total.
|
| 52 |
|
| 53 |
+
### Supported Tasks
|
| 54 |
|
| 55 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 56 |
|
| 57 |
+
### Languages
|
| 58 |
|
| 59 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 60 |
|
| 61 |
+
## Dataset Structure
|
| 62 |
|
| 63 |
We show detailed information for up to 5 configurations of the dataset.
|
| 64 |
|
| 65 |
+
### Data Instances
|
| 66 |
|
| 67 |
#### default
|
| 68 |
|
|
|
|
| 79 |
}
|
| 80 |
```
|
| 81 |
|
| 82 |
+
### Data Fields
|
| 83 |
|
| 84 |
The data fields are the same among all splits.
|
| 85 |
|
|
|
|
| 88 |
- `concepts`: a `list` of `string` features.
|
| 89 |
- `target`: a `string` feature.
|
| 90 |
|
| 91 |
+
### Data Splits Sample Size
|
| 92 |
|
| 93 |
| name |train|validation|test|
|
| 94 |
|-------|----:|---------:|---:|
|
| 95 |
|default|67389| 4018|1497|
|
| 96 |
|
| 97 |
+
## Dataset Creation
|
| 98 |
|
| 99 |
+
### Curation Rationale
|
| 100 |
|
| 101 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 102 |
|
| 103 |
+
### Source Data
|
| 104 |
|
| 105 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 106 |
|
| 107 |
+
### Annotations
|
| 108 |
|
| 109 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 110 |
|
| 111 |
+
### Personal and Sensitive Information
|
| 112 |
|
| 113 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 114 |
|
| 115 |
+
## Considerations for Using the Data
|
| 116 |
|
| 117 |
+
### Social Impact of Dataset
|
| 118 |
|
| 119 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 120 |
|
| 121 |
+
### Discussion of Biases
|
| 122 |
|
| 123 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 124 |
|
| 125 |
+
### Other Known Limitations
|
| 126 |
|
| 127 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 128 |
|
| 129 |
+
## Additional Information
|
| 130 |
|
| 131 |
+
### Dataset Curators
|
| 132 |
|
| 133 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 134 |
|
| 135 |
+
### Licensing Information
|
| 136 |
|
| 137 |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 138 |
|
| 139 |
+
### Citation Information
|
| 140 |
|
| 141 |
```bib
|
| 142 |
@inproceedings{lin-etal-2020-commongen,
|