Datasets:
Initial upload: 323 cross-domain users + 4 filtered meta files
Browse files- README.md +47 -0
- meta/Beauty_and_Personal_Care.jsonl.gz +3 -0
- meta/Books.jsonl.gz +3 -0
- meta/Electronics.jsonl.gz +3 -0
- meta/Home_and_Kitchen.jsonl.gz +3 -0
- users/cross_domain_users_sampled.jsonl.gz +3 -0
README.md
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---
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language: [en]
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pretty_name: MemoryCD
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size_categories: [100K<n<1M]
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task_categories: [text-generation]
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tags:
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- amazon-reviews
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- cross-domain
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- recommendation
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- memory
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- llm
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- evaluation
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configs:
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- config_name: users_interactions
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data_files: "users/cross_domain_users_sampled.jsonl.gz"
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- config_name: meta_personal_care
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data_files: "meta/Beauty_and_Personal_Care.jsonl.gz"
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- config_name: meta_books
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data_files: "meta/Books.jsonl.gz"
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- config_name: meta_electronics
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data_files: "meta/Electronics.jsonl.gz"
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- config_name: meta_home
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data_files: "meta/Home_and_Kitchen.jsonl.gz"
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---
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# MemoryCD
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A filtered cross-domain subset of the Amazon Reviews 2023 dataset, prepared
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for memory-augmented LLM evaluation on four recommendation tasks:
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rating prediction, sequential recommendation, explanation generation, and
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review generation.
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## Contents
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| Config | File | Records | Description |
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|---|---|---:|---|
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| `users_interactions` | `users/cross_domain_users_sampled.jsonl.gz` | 323 | Users with interactions
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across all four domains below. Each record is a multi-line JSON object starting with `{"user_id": ...}`
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containing an `interactions` dict keyed by domain. |
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| `meta_personal_care` | `meta/Beauty_and_Personal_Care.jsonl.gz` | 33,475 | Item metadata. |
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| `meta_books` | `meta/Books.jsonl.gz` | 48,054 | Item metadata. |
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| `meta_electronics` | `meta/Electronics.jsonl.gz` | 25,441 | Item metadata. |
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| `meta_home` | `meta/Home_and_Kitchen.jsonl.gz` | 60,900 | Item metadata. |
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The meta files contain **exactly the items referenced by the 323 users**
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(167,870 unique `parent_asin` values), filtered from the original
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~36 M-item Amazon Reviews 2023 meta files (100% coverage).
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meta/Beauty_and_Personal_Care.jsonl.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:27437fa6b7a1fbda428d03349ef0a779515b8b54cc517bbb17513fd889b6a7ae
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size 34520578
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meta/Books.jsonl.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:16d652d2d78a23136e198bdbca216d6c8faf09b7ed765606c6099203f4ee580a
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size 143083485
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meta/Electronics.jsonl.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:03f58ec98553bedf02dbd63ebf1407e0452bc9c839d04f21bff4f50e25cb379e
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size 33889569
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meta/Home_and_Kitchen.jsonl.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:a57684fbb251972da521d2f9f0f07310c514de4bdde2ad84c4b16275fdebc00a
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size 73899321
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users/cross_domain_users_sampled.jsonl.gz
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:bb76713f6e80774ae15d1b37ca1bd85d9c6c86ef1763df73f6a5b91517986754
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size 108284934
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