|
--- |
|
pretty name: PoliStance Affect |
|
task_categories: |
|
- zero-shot-classification |
|
license: mit |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: data/train-* |
|
- split: validation |
|
path: data/validation-* |
|
- split: test |
|
path: data/test-* |
|
dataset_info: |
|
features: |
|
- name: premise |
|
dtype: string |
|
- name: target |
|
dtype: string |
|
- name: hypothesis |
|
dtype: string |
|
- name: stance |
|
dtype: int32 |
|
- name: label |
|
dtype: int64 |
|
splits: |
|
- name: train |
|
num_bytes: 5392570 |
|
num_examples: 17164 |
|
- name: validation |
|
num_bytes: 1327661 |
|
num_examples: 4291 |
|
- name: test |
|
num_bytes: 1633230 |
|
num_examples: 5383 |
|
download_size: 4211025 |
|
dataset_size: 8353461 |
|
--- |
|
|
|
Dataset for training an entailment classifier to recognize approval/disapproval of politicians. |
|
Documents are Tweets from Kawintiranon (2022), the MTSD dataset, as well as Tweets and sentences taken weekly newsletters for select politicians from the 115th, 116th, and 117th congress. |
|
Documents are triple coded -- once from the original compilers of the dataset, once from GPT-4, and a third time to adjudicate discrepancies between the two. |
|
|
|
Twitter handles from politicians in the dataset have been replaced by their name. Be aware that "rt @realdonaldtrump You're a liar!" has been replaced with "rt trump You're a liar!", |
|
And means the author is retweeting Trump calling someone else a liar, not the author calling Trump a liar. |
|
|
|
Stance: |
|
-1: Against: The document is critical of the target. |
|
0: Neutral: The document doesn't express an opinion about the target or it can't be determined what the expressed opinion is with the given context. |
|
1: Support: The document expresses support for the target. Expressing collaboration on bills or letters is considered support. |
|
|
|
Label: |
|
0: Entail |
|
1: Not Entail |
|
|
|
In addition to 1,000 documents about targets in the training set, the test set contains documents about 6 politicians not included in the training or validation data: |
|
- Ted Cruz |
|
- Hakeem Jeffries |
|
- Madison Cawthorn |
|
- Alexandria Ocasio-Cortez |
|
- Mitt Romney |
|
- Kyrsten Sinema |