datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
local_politicshungary-mszp-dk-gpt4oHandlabeled dataset to finetune GPT-4o model to classify whether a sentence depicts MSZP or DK as "villain" according to the below codebook:
MSZP & DK as the Villain
Illegitimacy Component
For the illegitimacy component of polarizing rhetoric, we focus on sentences which portray the opposition parties, MSZP and/or DK, as illegitimate political actors. More specifically, sentences containing similar claims to the categories below are coded as instances where MSZP or DK is shown as… See the full description on the dataset page: https://huggingface.co/datasets/Politics/hungary-mszp-dk-gpt4o.turkey-chp-gpt4oHandlabeled dataset to finetune GPT-4o model to classify whether a sentence depicts CHP as "villain" according to the below codebook:
CHP
CHP as the villain
Illegitimacy Component
For the illegitimacy component of polarizing rhetoric, we focus on sentences which portray the main opposition party, CHP, as an illegitimate political actor. More specifically, sentences containing similar claims to categories below, are coded as instances where CHP is shown as illegitimate.… See the full description on the dataset page: https://huggingface.co/datasets/Politics/turkey-chp-gpt4o.spanish-economics-politics-news-backup
Spanish News – Politics & Economics
Overview
This dataset is a filtered version of the original Spanish News dataset, containing only news articles belonging to the politics and economics categories.
It was created to support binary text classification experiments in the context of a Bachelor's Thesis (TFG), where the objective is to distinguish between political and economic news using transformer-based language models.
Source
Original dataset:… See the full description on the dataset page: https://huggingface.co/datasets/Hullhar/spanish-economics-politics-news-backup.id-politics-youtube-comment-21khungary-mszp-dk-finetuneLanguage: Hungarian.
Finetuning dataset for detecting delegimitizing language towards Hungarian political parties MSZP and DK.
Sentence-level dataset. Sentences extracted from news articles and filtered down to include MSZP and DK mentions through party abbrevations and leader surnames during their tenure.
Sentences were labeled by a fine-tuned GPT-4o model containing ~800 manually labeled sentences which was evaluated on the held-out set of ~800 sentences, resulting in an F1 score of 81%.… See the full description on the dataset page: https://huggingface.co/datasets/Politics/hungary-mszp-dk-finetune.turkey-chp-finetuneLanguage: Turkish.
Finetuning dataset for detecting delegimitizing language towards Turkish political party CHP.
Sentence-level dataset. Sentences extracted from news articles and filtered down to include CHP mentions through party abbrevations and leader surnames during their tenure.
Sentences were labeled by a fine-tuned GPT-4o model containing ~800 manually labeled sentences which was evaluated on the held-out set of ~800 sentences, resulting in an F1 score of 84%. Then this fine-tuned… See the full description on the dataset page: https://huggingface.co/datasets/Politics/turkey-chp-finetune.hungary-mszp-dk-heldoutHeldout dataset to evaluate fine-tuned Politics/hungary-mszp-dk-villain model that classifies a given sentence based on whether it depicts MSZP and/or DK as a "villain" according to the below codebook.
MSZP & DK as the Villain
Illegitimacy Component
For the illegitimacy component of polarizing rhetoric, we focus on sentences which portray the opposition parties, MSZP and/or DK, as illegitimate political actors. More specifically, sentences containing similar claims to the… See the full description on the dataset page: https://huggingface.co/datasets/Politics/hungary-mszp-dk-heldout.turkey-chp-heldoutHeldout dataset to evaluate fine-tuned Politics/turkey-chp-villain model that classifies a given sentence based on whether it depicts CHP as a "villain" according to the below codebook.
CHP
CHP as the villain
Illegitimacy Component
For the illegitimacy component of polarizing rhetoric, we focus on sentences which portray the main opposition party, CHP, as an illegitimate political actor. More specifically, sentences containing similar claims to categories below, are coded… See the full description on the dataset page: https://huggingface.co/datasets/Politics/turkey-chp-heldout.politics-ar-en-filteredformation-ia-politics