Datasets:
Normalize price to float|null; switch all configs to test split
Browse files- README.md +41 -20
- meta/Beauty_and_Personal_Care.jsonl.gz +2 -2
- meta/Books.jsonl.gz +2 -2
- meta/Electronics.jsonl.gz +2 -2
- meta/Home_and_Kitchen.jsonl.gz +2 -2
README.md
CHANGED
|
@@ -12,34 +12,55 @@ tags:
|
|
| 12 |
- evaluation
|
| 13 |
configs:
|
| 14 |
- config_name: users_interactions
|
| 15 |
-
data_files:
|
|
|
|
|
|
|
|
|
|
| 16 |
- config_name: meta_personal_care
|
| 17 |
-
data_files:
|
|
|
|
|
|
|
| 18 |
- config_name: meta_books
|
| 19 |
-
data_files:
|
|
|
|
|
|
|
| 20 |
- config_name: meta_electronics
|
| 21 |
-
data_files:
|
|
|
|
|
|
|
| 22 |
- config_name: meta_home
|
| 23 |
-
data_files:
|
|
|
|
|
|
|
| 24 |
---
|
| 25 |
|
| 26 |
# MemoryCD
|
| 27 |
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
rating prediction, sequential recommendation, explanation generation, and
|
| 31 |
-
review generation.
|
| 32 |
|
| 33 |
## Contents
|
| 34 |
|
| 35 |
-
| Config |
|
| 36 |
-
|---|---
|
| 37 |
-
| `users_interactions` |
|
| 38 |
-
| `meta_personal_care`
|
| 39 |
-
| `meta_books`
|
| 40 |
-
| `meta_electronics`
|
| 41 |
-
| `meta_home`
|
| 42 |
-
|
| 43 |
-
The meta files contain
|
| 44 |
-
(167,870 unique `parent_asin`
|
| 45 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12 |
- evaluation
|
| 13 |
configs:
|
| 14 |
- config_name: users_interactions
|
| 15 |
+
data_files:
|
| 16 |
+
- split: test
|
| 17 |
+
path: "users/cross_domain_users_sampled.jsonl.gz"
|
| 18 |
+
default: true
|
| 19 |
- config_name: meta_personal_care
|
| 20 |
+
data_files:
|
| 21 |
+
- split: test
|
| 22 |
+
path: "meta/Beauty_and_Personal_Care.jsonl.gz"
|
| 23 |
- config_name: meta_books
|
| 24 |
+
data_files:
|
| 25 |
+
- split: test
|
| 26 |
+
path: "meta/Books.jsonl.gz"
|
| 27 |
- config_name: meta_electronics
|
| 28 |
+
data_files:
|
| 29 |
+
- split: test
|
| 30 |
+
path: "meta/Electronics.jsonl.gz"
|
| 31 |
- config_name: meta_home
|
| 32 |
+
data_files:
|
| 33 |
+
- split: test
|
| 34 |
+
path: "meta/Home_and_Kitchen.jsonl.gz"
|
| 35 |
---
|
| 36 |
|
| 37 |
# MemoryCD
|
| 38 |
|
| 39 |
+
Filtered cross-domain subset of Amazon Reviews 2023 for memory-augmented LLM
|
| 40 |
+
evaluation. All configs expose a single `test` split (evaluation only).
|
|
|
|
|
|
|
| 41 |
|
| 42 |
## Contents
|
| 43 |
|
| 44 |
+
| Config | Records |
|
| 45 |
+
|---|---:|
|
| 46 |
+
| `users_interactions` | 323 |
|
| 47 |
+
| `meta_personal_care` | 33,475 |
|
| 48 |
+
| `meta_books` | 48,054 |
|
| 49 |
+
| `meta_electronics` | 25,441 |
|
| 50 |
+
| `meta_home` | 60,900 |
|
| 51 |
+
|
| 52 |
+
The 4 meta files contain exactly the items referenced by the 323 users
|
| 53 |
+
(167,870 unique `parent_asin`, 100% coverage). The `price` field is
|
| 54 |
+
normalized to `float | null` across all meta files.
|
| 55 |
+
|
| 56 |
+
## Quick start
|
| 57 |
+
|
| 58 |
+
```python
|
| 59 |
+
from datasets import load_dataset
|
| 60 |
+
users = load_dataset("WZDavid/MemoryCD", "users_interactions", split="test")
|
| 61 |
+
books = load_dataset("WZDavid/MemoryCD", "meta_books", split="test")
|
| 62 |
+
```
|
| 63 |
+
|
| 64 |
+
## Source
|
| 65 |
+
|
| 66 |
+
Derived from [McAuley-Lab/Amazon-Reviews-2023](https://huggingface.co/datasets/McAuley-Lab/Amazon-Reviews-2023).
|
meta/Beauty_and_Personal_Care.jsonl.gz
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8747682e3a0ad457894bce72efbb7621b8c4936f4cc6f27ec53fa508f11d9ca7
|
| 3 |
+
size 34201032
|
meta/Books.jsonl.gz
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1f50242e9d46ff84410830c2413c2721da2f20c029c028e31489bbf823a19b00
|
| 3 |
+
size 142273832
|
meta/Electronics.jsonl.gz
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a843823de7280ff3d9d8b8af427a60687af558ec6d250a6069dcb55355513b2b
|
| 3 |
+
size 33576945
|
meta/Home_and_Kitchen.jsonl.gz
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:649771c61f8b089d18ee203225b8c8fba68e0c30554a1629fa7842c76b36b268
|
| 3 |
+
size 73134958
|