Datasets:
license: mit | |
task_categories: | |
- zero-shot-classification | |
pretty name: PoliStance Affect | |
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: entailment | |
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: 4211381 | |
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Twitter handles from politicians in the dataset have been replaced by their name.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 |