| --- |
| language: [en] |
| pretty_name: MemoryCD |
| size_categories: [100K<n<1M] |
| task_categories: [text-generation] |
| tags: |
| - amazon-reviews |
| - cross-domain |
| - recommendation |
| - memory |
| - llm |
| - evaluation |
| configs: |
| - config_name: users_interactions |
| data_files: |
| - split: test |
| path: "users/cross_domain_users_sampled.jsonl.gz" |
| default: true |
| - config_name: meta_personal_care |
| data_files: |
| - split: test |
| path: "meta/Beauty_and_Personal_Care.jsonl.gz" |
| - config_name: meta_books |
| data_files: |
| - split: test |
| path: "meta/Books.jsonl.gz" |
| - config_name: meta_electronics |
| data_files: |
| - split: test |
| path: "meta/Electronics.jsonl.gz" |
| - config_name: meta_home |
| data_files: |
| - split: test |
| path: "meta/Home_and_Kitchen.jsonl.gz" |
| --- |
| |
| # MemoryCD |
|
|
| Filtered cross-domain subset of Amazon Reviews 2023 for memory-augmented LLM |
| evaluation. All configs expose a single `test` split (evaluation only). |
|
|
| ## Contents |
|
|
| | Config | Records | |
| |---|---:| |
| | `users_interactions` | 323 users | |
| | `meta_personal_care` | 33,475 items | |
| | `meta_books` | 48,054 items | |
| | `meta_electronics` | 25,441 items | |
| | `meta_home` | 60,900 items | |
|
|
| The 4 meta files contain exactly the items referenced by the 323 users |
| (167,870 unique `parent_asin`, 100% coverage). The `price` field is |
| normalized to `float | null` across all meta files. |
|
|
| ## Quick start |
|
|
| ```python |
| from datasets import load_dataset |
| users = load_dataset("WZDavid/MemoryCD", "users_interactions", split="test") |
| books = load_dataset("WZDavid/MemoryCD", "meta_books", split="test") |
| ``` |
|
|
| ## Source |
|
|
| Derived from [McAuley-Lab/Amazon-Reviews-2023](https://huggingface.co/datasets/McAuley-Lab/Amazon-Reviews-2023). |
|
|
