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A dataset of news headlines for detecting causalities

Apache-2.0 license

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Name		Name	Last commit message	Last commit date
Latest commit History 147 Commits
headline_cause		headline_cause
notebooks		notebooks
scripts		scripts
toloka		toloka
.flake8		.flake8
.gitignore		.gitignore
LICENSE		LICENSE
PAPERS.md		PAPERS.md
PLAN.md		PLAN.md
README.md		README.md
requirements.txt		requirements.txt

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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