| --- |
| 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. |
