Datasets:
File size: 2,071 Bytes
1718739 4868580 e20e858 1718739 4868580 e20e858 1718739 045607f 1718739 045607f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 | ---
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-*
license: cc-by-nc-4.0 # Assuming a CC-BY-NC-4.0 license based on common practice. Verify!
task_categories:
- text-generation
---
# Difference-aware Personalized Learning (DPL) Dataset
This dataset is derived from Amazon Reviews'23 and processed for use in the Difference-aware Personalized Learning (DPL) method, as described in the paper:
[Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization](https://arxiv.org/abs/2503.02450)
The dataset comprises product reviews categorized into three config names: Books, CDs_and_Vinyl, and Movies_and_TV. Each review includes the `title`, `description`, and `asin`.
**Code:** The code for processing the original Amazon Reviews'23 dataset into this format can be found here: [Github Link](https://github.com/username/repository_name) (Replace with actual github link).
**Data Structure:** (Keep the existing data structure description here) |