Pith Number

pith:BYV5N55K

pith:2024:BYV5N55KJVTT5PLUZ4CNTU3VCH

not attested not anchored not stored refs pending

Efficient Inference for Large Language Model-based Generative Recommendation

Chaoqun Yang, Cunxiao Du, Fuli Feng, See-kiong Ng, Tat-Seng Chua, Wenjie Wang, Xinyu Lin, Yongqi Li

arxiv:2410.05165 v3 · 2024-10-07 · cs.IR · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BYV5N55KJVTT5PLUZ4CNTU3VCH}

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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

2 papers in Pith

Conditional Memory Enhanced Item Representation for Generative Recommendation

Semantic Trimming and Auxiliary Multi-step Prediction for Generative Recommendation

Receipt and verification

First computed	2026-07-05T10:20:16.009794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e2bd6f7aa4d673ebd74cf04d9d37511ee86dd927e777e3e8cd49b4028395e0f

Aliases

arxiv: 2410.05165 · arxiv_version: 2410.05165v3 · doi: 10.48550/arxiv.2410.05165 · pith_short_12: BYV5N55KJVTT · pith_short_16: BYV5N55KJVTT5PLU · pith_short_8: BYV5N55K

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/BYV5N55KJVTT5PLUZ4CNTU3VCH \
  | 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: 0e2bd6f7aa4d673ebd74cf04d9d37511ee86dd927e777e3e8cd49b4028395e0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45b7a39e5c16934d9856c0c3f60d01d575f1dd512c47b8568a5a0e79ae6b2b03",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-10-07T16:23:36Z",
    "title_canon_sha256": "d426a777ae288d4bd76a229888583448fb745688cc4b9e496a6fcf7b5f1d8c48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05165",
    "kind": "arxiv",
    "version": 3
  }
}