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--- |
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language: |
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- en |
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dataset_info: |
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splits: |
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- name: test |
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num_examples: 785 |
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- name: train |
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num_examples: 4446 |
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annotations_creators: |
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- expert-generated |
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license: |
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- cc-by-nc-sa-3.0 |
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multilinguality: |
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- monolingual |
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pretty_name: financial_news_sentiment_mixte_with_phrasebank_75 |
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size_categories: |
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- 1K<n<10K |
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tags: [] |
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task_categories: |
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- text-classification |
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task_ids: |
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- multi-class-classification |
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- sentiment-classification |
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--- |
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# Dataset Card for "financial_news_sentiment_mixte_with_phrasebank_75" |
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This is a customized version of the phrasebank dataset in which I kept only sentences validated by at least 75% annotators. |
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In addition I added ~2000 articles of Canadian news where sentiment was validated manually. |
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The dataset also include a column topic which contains one of the following value: |
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* acquisition |
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* other |
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* quaterly financial release |
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* appointment to new position |
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* dividend |
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* corporate update |
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* drillings results |
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* conference |
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* share repurchase program |
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* grant of stocks |
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This was generated automatically using a zero-shot classification model and **was not** reviewed manually. |
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## References |
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Original dataset is available here: |
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[https://huggingface.co/datasets/financial_phrasebank] |
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