| --- |
| dataset_info: |
| - config_name: default |
| features: |
| - name: id |
| dtype: string |
| - name: label |
| dtype: string |
| - name: label_text |
| dtype: string |
| - name: text |
| dtype: string |
| - name: lang |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 1056214 |
| num_examples: 11514 |
| - name: test |
| num_bytes: 271925 |
| num_examples: 2974 |
| - name: validation |
| num_bytes: 185181 |
| num_examples: 2033 |
| download_size: 519296 |
| dataset_size: 1513320 |
| - config_name: intent_with_options |
| features: |
| - name: id |
| dtype: string |
| - name: label |
| dtype: string |
| - name: label_text |
| dtype: string |
| - name: text |
| dtype: string |
| - name: lang |
| dtype: string |
| - name: options |
| list: |
| - name: label |
| dtype: string |
| - name: label_text |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 3305760 |
| num_examples: 2974 |
| download_size: 2966668 |
| dataset_size: 3305760 |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| - split: test |
| path: data/test-* |
| - split: validation |
| path: data/validation-* |
| - config_name: intent_with_options |
| data_files: |
| - split: train |
| path: intent_with_options/train-* |
| --- |
| # Turkish Intent Routing Dataset |
|
|
| This dataset is based on the Turkish subset of [`mteb/amazon_massive_intent`](https://huggingface.co/datasets/mteb/amazon_massive_intent). |
|
|
| ## `intent_with_options` Configuration |
|
|
| The `intent_with_options` configuration was created for multiple-choice intent routing evaluation. |
|
|
| - Added Turkish descriptions (`label_text`) for each intent. |
| - Used [`alibayram/embeddingmagibu-200m`](https://huggingface.co/alibayram/embeddingmagibu-200m) to calculate semantic similarity between user utterances and intent descriptions. |
| - Selected the 9 most similar incorrect intents as distractors for each example. |
| - Included the correct intent, resulting in 10 options per example. |
| - Randomly shuffled the options |
|
|
| ## Usage |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset( |
| "canbingol/amazon_massive_intent_tr", |
| "intent_with_options" |
| ) |
| ``` |
|
|
| This configuration is intended for evaluating how well models distinguish between semantically similar intents in Turkish. |
|
|
