Datasets:
Diego Miguel
commited on
Commit
·
f1f5466
1
Parent(s):
7497b3d
Update README.md
Browse files
README.md
CHANGED
|
@@ -3,6 +3,17 @@ language:
|
|
| 3 |
- en
|
| 4 |
pretty_name: CANNOT
|
| 5 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6 |
# Dataset Card for CANNOT
|
| 7 |
|
| 8 |
## Dataset Description
|
|
@@ -48,11 +59,10 @@ dataset = pd.read_csv('negation_dataset_v1.0.tsv', sep='\t')
|
|
| 48 |
|
| 49 |
## Dataset Creation
|
| 50 |
|
| 51 |
-
|
| 52 |
The dataset has been created by cleaning up and merging the following datasets:
|
| 53 |
|
| 54 |
1. _Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal
|
| 55 |
-
Negation_ (see
|
| 56 |
[`datasets/nan-nli`](https://github.com/dmlls/cannot-dataset/tree/main/datasets/nan-nli)).
|
| 57 |
|
| 58 |
2. _GLUE Diagnostic Dataset_ (see
|
|
@@ -66,18 +76,16 @@ Negation_ (see
|
|
| 66 |
In this case, the negated sentences were obtained by using the Python module
|
| 67 |
[`negate`](https://github.com/dmlls/negate).
|
| 68 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 69 |
|
| 70 |
Additionally, for each of the negated samples, another pair of non-negated
|
| 71 |
sentences has been added by paraphrasing them with the pre-trained model
|
| 72 |
[`🤗tuner007/pegasus_paraphrase`](https://huggingface.co/tuner007/pegasus_paraphrase).
|
| 73 |
|
| 74 |
-
Furthermore, the dataset from _It Is Not Easy To Detect Paraphrases: Analysing
|
| 75 |
-
Semantic Similarity With Antonyms and Negation Using the New SemAntoNeg
|
| 76 |
-
Benchmark_ (see
|
| 77 |
-
[`datasets/antonym-substitution`](https://github.com/dmlls/cannot-dataset/tree/main/datasets/antonym-substitution))
|
| 78 |
-
has also been included. This dataset already provides both the paraphrased and
|
| 79 |
-
negated version for each premise, so no further processing was needed.
|
| 80 |
-
|
| 81 |
Finally, the swapped version of each pair (premise ⇋ hypothesis) has also been
|
| 82 |
included, and any duplicates have been removed.
|
| 83 |
|
|
@@ -101,7 +109,12 @@ datasets.
|
|
| 101 |
|
| 102 |
### Licensing Information
|
| 103 |
|
| 104 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 105 |
|
| 106 |
### Citation Information
|
| 107 |
|
|
@@ -109,4 +122,5 @@ tba
|
|
| 109 |
|
| 110 |
### Contributions
|
| 111 |
|
| 112 |
-
Contributions to the dataset can be submitted through the [project
|
|
|
|
|
|
| 3 |
- en
|
| 4 |
pretty_name: CANNOT
|
| 5 |
---
|
| 6 |
+
|
| 7 |
+
<p align="center"><img width="500" src="https://github.com/dmlls/cannot-dataset/assets/22967053/a380dfdf-3514-4771-90c4-636698d5043d" alt="CANNOT dataset"></p>
|
| 8 |
+
<p align="center" display="inline-block">
|
| 9 |
+
<a href="https://github.com/dmlls/cannot-dataset/">
|
| 10 |
+
<img src="https://img.shields.io/badge/version-1.1-green">
|
| 11 |
+
</a>
|
| 12 |
+
</p>
|
| 13 |
+
<h1 align="center">Compilation of ANnotated, Negation-Oriented Text-pairs</h1>
|
| 14 |
+
|
| 15 |
+
---
|
| 16 |
+
|
| 17 |
# Dataset Card for CANNOT
|
| 18 |
|
| 19 |
## Dataset Description
|
|
|
|
| 59 |
|
| 60 |
## Dataset Creation
|
| 61 |
|
|
|
|
| 62 |
The dataset has been created by cleaning up and merging the following datasets:
|
| 63 |
|
| 64 |
1. _Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal
|
| 65 |
+
Negation_ (see
|
| 66 |
[`datasets/nan-nli`](https://github.com/dmlls/cannot-dataset/tree/main/datasets/nan-nli)).
|
| 67 |
|
| 68 |
2. _GLUE Diagnostic Dataset_ (see
|
|
|
|
| 76 |
In this case, the negated sentences were obtained by using the Python module
|
| 77 |
[`negate`](https://github.com/dmlls/negate).
|
| 78 |
|
| 79 |
+
5. _It Is Not Easy To Detect Paraphrases: Analysing Semantic Similarity With
|
| 80 |
+
Antonyms and Negation Using the New SemAntoNeg Benchmark_ (see
|
| 81 |
+
[`datasets/antonym-substitution`](https://github.com/dmlls/cannot-dataset/tree/main/datasets/antonym-substitution)).
|
| 82 |
+
|
| 83 |
+
<br>
|
| 84 |
|
| 85 |
Additionally, for each of the negated samples, another pair of non-negated
|
| 86 |
sentences has been added by paraphrasing them with the pre-trained model
|
| 87 |
[`🤗tuner007/pegasus_paraphrase`](https://huggingface.co/tuner007/pegasus_paraphrase).
|
| 88 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 89 |
Finally, the swapped version of each pair (premise ⇋ hypothesis) has also been
|
| 90 |
included, and any duplicates have been removed.
|
| 91 |
|
|
|
|
| 109 |
|
| 110 |
### Licensing Information
|
| 111 |
|
| 112 |
+
The CANNOT dataset is released under [CC BY-SA
|
| 113 |
+
4.0](https://creativecommons.org/licenses/by-sa/4.0/).
|
| 114 |
+
|
| 115 |
+
<a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/">
|
| 116 |
+
<img alt="Creative Commons License" width="100px" src="https://i.creativecommons.org/l/by-sa/4.0/88x31.png"/>
|
| 117 |
+
</a>
|
| 118 |
|
| 119 |
### Citation Information
|
| 120 |
|
|
|
|
| 122 |
|
| 123 |
### Contributions
|
| 124 |
|
| 125 |
+
Contributions to the dataset can be submitted through the [project
|
| 126 |
+
repository](https://github.com/dmlls/cannot-dataset).
|