Pith Number

pith:A4NCPS2R

pith:2023:A4NCPS2RHB3AHPR7VLSRQS7IVQ

not attested not anchored not stored refs pending

Recommender Systems with Generative Retrieval

Anima Singh, Ed H. Chi, Jonah Samost, Lichan Hong, Lukasz Heldt, Maciej Kula, Maheswaran Sathiamoorthy, Nikhil Mehta, Raghunandan H. Keshavan, Shashank Rajput, Trung Vu, Vinh Q. Tran, Yi Tay

arxiv:2305.05065 v3 · 2023-05-08 · cs.IR · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A4NCPS2RHB3AHPR7VLSRQS7IVQ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

8 papers in Pith

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Retrieval-Augmented Generation for Large Language Models: A Survey

Learning Variable-Length Tokenization for Generative Recommendation

Receipt and verification

First computed	2026-07-05T07:08:57.029760Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

071a27cb51387603be3faae5184be8ac2056b80b81b48a91a7dd2f0a1d273b0d

Aliases

arxiv: 2305.05065 · arxiv_version: 2305.05065v3 · doi: 10.48550/arxiv.2305.05065 · pith_short_12: A4NCPS2RHB3A · pith_short_16: A4NCPS2RHB3AHPR7 · pith_short_8: A4NCPS2R

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/A4NCPS2RHB3AHPR7VLSRQS7IVQ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 071a27cb51387603be3faae5184be8ac2056b80b81b48a91a7dd2f0a1d273b0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bef020d07200f9f72bdfee1a34081fe608f8c2094fc2fac18b2965d9efc1012",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-05-08T21:48:17Z",
    "title_canon_sha256": "412a90a5bd261c882ad27922624abbfccee635eeac892877d088dd44ef49fb03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.05065",
    "kind": "arxiv",
    "version": 3
  }
}