Datasets:
File size: 2,142 Bytes
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---
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. |