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