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+ # Dataset Name
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+ ## Dataset Description
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+ This dataset is based on the task 1 of the Financial Sentiment Analysis in the Wild (FiQA) challenge. It follows the same settings as described in the paper 'A Baseline for Aspect-Based Sentiment Analysis in Financial Microblogs and News'. The dataset is split into three subsets: train, valid, test with sizes 822, 117, 234 respectively.
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+ ## Dataset Structure
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+ - `_id`: ID of the data point
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+ - `sentence`: The sentence
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+ - `target`: The target of the sentiment
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+ - `aspect`: The aspect of the sentiment
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+ - `score`: The sentiment score
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+ - `type`: The type of the data point (headline or post)
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+ ## Additional Information
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+ - Homepage: [FiQA Challenge](https://sites.google.com/view/fiqa/home)
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+ - Citation: [A Baseline for Aspect-Based Sentiment Analysis in Financial Microblogs and News](https://arxiv.org/pdf/2211.00083.pdf)