HeadlineCause

• Arxiv paper: HeadlineCause: A Dataset of News Headlines for Detecting Causalities

Download

• HuggingFace: https://huggingface.co/datasets/IlyaGusev/headline_cause
• Github: https://github.com/IlyaGusev/HeadlineCause/releases/tag/v1.0
• Kaggle: https://www.kaggle.com/phoenix120/headlinecause

Models

• Simple (3 classes) RU+EN: xlm_roberta_large_headline_cause_simple
• Full (7 classes) RU+EN: xlm_roberta_large_headline_cause_full

Notebooks

• XLMRoBERTa training notebook:
• GPT training notebook:

Annotation

• Russian Toloka guideline: https://ilyagusev.github.io/HeadlineCause/toloka/ru/instruction.html
• English Toloka guideline: https://ilyagusev.github.io/HeadlineCause/toloka/en/instruction.html

Contacts

• Telegram: @YallenGusev