| --- |
| language: |
| - ar |
| license: apache-2.0 |
| task_categories: |
| - multiple-choice |
| - text-classification |
| pretty_name: Sentiment Analysis MCQ Evaluation Dataset |
| tags: |
| - sentiment-analysis |
| - mcq |
| - financial |
| - arabic |
| - evaluation |
| - benchmark |
| configs: |
| - config_name: default |
| data_files: |
| - split: test |
| path: data/test-* |
| dataset_info: |
| features: |
| - name: original_split |
| dtype: string |
| - name: choices |
| sequence: string |
| - name: text |
| dtype: string |
| - name: answer |
| dtype: string |
| - name: original_sentiment |
| dtype: string |
| - name: query |
| dtype: string |
| - name: id |
| dtype: string |
| - name: gold |
| dtype: int64 |
| - name: category |
| dtype: string |
| splits: |
| - name: test |
| num_bytes: 495875 |
| num_examples: 80 |
| download_size: 218370 |
| dataset_size: 495875 |
| --- |
| |
| # Sentiment Analysis MCQ Evaluation Dataset |
|
|
| Validation and test splits for financial sentiment analysis in MCQ format. |
|
|
| ## Dataset Structure |
|
|
| - **Format**: Multiple choice questions |
| - **Language**: Arabic |
| - **Domain**: Financial reports |
| - **Task**: Sentiment classification |
| - **Validation**: 20 examples |
| - **Test**: 20 examples |
|
|
| ## Fields |
|
|
| - `id`: Unique identifier |
| - `query`: Full MCQ prompt |
| - `answer`: Correct answer letter |
| - `text`: Question text |
| - `choices`: Answer options [a, b, c] |
| - `gold`: Correct answer index |
| - `category`: Report category |
| - `original_sentiment`: Ground truth sentiment |
|
|
| ## Answer Mapping |
|
|
| - a) positive - gold: 0 |
| - b) negative - gold: 1 |
| - c) neutral - gold: 2 |
|
|
| ## Usage |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset("SahmBenchmark/Sentiment_Analysis_MCQ_eval") |
| test_data = dataset['test'] |
| |
| for example in test_data: |
| print(f"Question: {example['text']}") |
| print(f"Choices: {example['choices']}") |
| print(f"Correct: {example['answer']} (index: {example['gold']})") |
| ``` |
|
|
