WZDavid commited on
Commit
dda39cf
·
verified ·
1 Parent(s): d4f4e64

Normalize price to float|null; switch all configs to test split

Browse files
README.md CHANGED
@@ -12,34 +12,55 @@ tags:
12
  - evaluation
13
  configs:
14
  - config_name: users_interactions
15
- data_files: "users/cross_domain_users_sampled.jsonl.gz"
 
 
 
16
  - config_name: meta_personal_care
17
- data_files: "meta/Beauty_and_Personal_Care.jsonl.gz"
 
 
18
  - config_name: meta_books
19
- data_files: "meta/Books.jsonl.gz"
 
 
20
  - config_name: meta_electronics
21
- data_files: "meta/Electronics.jsonl.gz"
 
 
22
  - config_name: meta_home
23
- data_files: "meta/Home_and_Kitchen.jsonl.gz"
 
 
24
  ---
25
 
26
  # MemoryCD
27
 
28
- A filtered cross-domain subset of the Amazon Reviews 2023 dataset, prepared
29
- for memory-augmented LLM evaluation on four recommendation tasks:
30
- rating prediction, sequential recommendation, explanation generation, and
31
- review generation.
32
 
33
  ## Contents
34
 
35
- | Config | File | Records | Description |
36
- |---|---|---:|---|
37
- | `users_interactions` | `users/cross_domain_users_sampled.jsonl.gz` | 323 | Users with interactions across all four domains below. |
38
- | `meta_personal_care` | `meta/Beauty_and_Personal_Care.jsonl.gz` | 33,475 | Item metadata. |
39
- | `meta_books` | `meta/Books.jsonl.gz` | 48,054 | Item metadata. |
40
- | `meta_electronics` | `meta/Electronics.jsonl.gz` | 25,441 | Item metadata. |
41
- | `meta_home` | `meta/Home_and_Kitchen.jsonl.gz` | 60,900 | Item metadata. |
42
-
43
- The meta files contain **exactly the items referenced by the 323 users**
44
- (167,870 unique `parent_asin` values), filtered from the original
45
- ~36 M-item Amazon Reviews 2023 meta files (100% coverage).
 
 
 
 
 
 
 
 
 
 
 
 
 
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 sha256:27437fa6b7a1fbda428d03349ef0a779515b8b54cc517bbb17513fd889b6a7ae
3
- size 34520578
 
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 sha256:16d652d2d78a23136e198bdbca216d6c8faf09b7ed765606c6099203f4ee580a
3
- size 143083485
 
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 sha256:03f58ec98553bedf02dbd63ebf1407e0452bc9c839d04f21bff4f50e25cb379e
3
- size 33889569
 
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:a57684fbb251972da521d2f9f0f07310c514de4bdde2ad84c4b16275fdebc00a
3
- size 73899321
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:649771c61f8b089d18ee203225b8c8fba68e0c30554a1629fa7842c76b36b268
3
+ size 73134958