| | --- |
| | license: cc-by-nc-4.0 |
| | task_categories: |
| | - text-generation |
| | dataset_info: |
| | - config_name: Books |
| | features: |
| | - name: title |
| | dtype: string |
| | - name: description |
| | dtype: string |
| | - name: asin |
| | dtype: string |
| | splits: |
| | - name: full |
| | num_bytes: 740843.1838136007 |
| | num_examples: 839 |
| | download_size: 619821 |
| | dataset_size: 740843.1838136007 |
| | - config_name: CDs_and_Vinyl |
| | features: |
| | - name: title |
| | dtype: string |
| | - name: description |
| | dtype: string |
| | - name: asin |
| | dtype: string |
| | splits: |
| | - name: full |
| | num_bytes: 2625826.775842011 |
| | num_examples: 3801 |
| | download_size: 2515295 |
| | dataset_size: 2625826.775842011 |
| | - config_name: Movies_and_TV |
| | features: |
| | - name: title |
| | dtype: string |
| | - name: description |
| | dtype: string |
| | - name: asin |
| | dtype: string |
| | splits: |
| | - name: full |
| | num_bytes: 3532557.899069776 |
| | num_examples: 4832 |
| | download_size: 3038812 |
| | dataset_size: 3532557.899069776 |
| | configs: |
| | - config_name: Books |
| | data_files: |
| | - split: full |
| | path: Books/full-* |
| | - config_name: CDs_and_Vinyl |
| | data_files: |
| | - split: full |
| | path: CDs_and_Vinyl/full-* |
| | - config_name: Movies_and_TV |
| | data_files: |
| | - split: full |
| | path: Movies_and_TV/full-* |
| | --- |
| | |
| | # Difference-aware Personalized Learning (DPL) Dataset |
| |
|
| | This dataset is used in the paper: |
| |
|
| | > [Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization](https://arxiv.org/abs/2503.02450) |
| | > |
| | > Yilun Qiu, Xiaoyan Zhao, Yang Zhang, Yimeng Bai, Wenjie Wang, Hong Cheng, Fuli Feng, Tat-Seng Chua |
| |
|
| | Code: https://github.com/SnowCharmQ/DPL |
| |
|
| |  |
| |
|
| | This dataset is an adaptation of the Amazon Reviews'23 dataset. It contains item metadata for Books, CDs & Vinyl, and Movies & TV. Each item includes title, description, and asin. |
| |
|
| | See the metadata for details on the data structure and sizes. |
| |
|
| | ## Dataset Preprocess |
| |
|
| | The dataset was processed using the following commands (found in the `data` directory): |
| |
|
| | ```bash |
| | ./create.sh |
| | ``` |
| |
|
| | ## License |
| |
|
| | This dataset is licensed under the CC-BY-NC-4.0 License. |
