|
--- |
|
dataset_info: |
|
features: |
|
- name: premise |
|
dtype: string |
|
- name: hypothesis |
|
dtype: string |
|
- name: instruction |
|
dtype: string |
|
- name: label_name |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 254483428 |
|
num_examples: 785404 |
|
- name: test |
|
num_bytes: 6297986 |
|
num_examples: 19630 |
|
download_size: 54354034 |
|
dataset_size: 260781414 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: data/train-* |
|
- split: test |
|
path: data/test-* |
|
--- |
|
# Dataset Card for "mnli-contrast" |
|
This dataset is the [mnli-3way](https://huggingface.co/datasets/AntoineBlanot/mnli-3way) dataset with an additional `instruction` feature. |
|
This new feature along with its related `label_name` expresses how the `premise` and `hypothesis` features are related in the original dataset. |
|
|
|
The following explains how the mapping is done: |
|
|
|
### If the original example was of class `entailment` |
|
Two data points will be related to that example. |
|
|
|
One is the positive example (i.e., `label_name` == "positive") which assign to it the folowing instruction: "The meaning of the hypothesis is logically inferred from the meaning of the premise." |
|
The other is the negative example (i.e., `label_name` == "negative") which assign to it the folowing instruction: "The meaning of the hypothesis either contradicts the meaning of the premise, is unrelated to it, or does not provide sufficient information to infer the meaning of the premise." |
|
|
|
### If the original example was of class `contradiction` or `neutral` |
|
Two data points will be related to that example. |
|
|
|
One is the positive example (i.e., `label_name` == "positive") which assign to it the folowing instruction: "The meaning of the hypothesis either contradicts the meaning of the premise, is unrelated to it, or does not provide sufficient information to infer the meaning of the premise." |
|
The other is the negative example (i.e., `label_name` == "negative") which assign to it the folowing instruction: "The meaning of the hypothesis is logically inferred from the meaning of the premise." |
|
|
|
This dataset is double the size of this original dataset because each is related to a positive and negative instruction. |
|
|
|
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
