Pith Number

pith:GLUHCQ2J

pith:2024:GLUHCQ2JQ5R5NQETCUXGM62CWH

not attested not anchored not stored refs pending

A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)

Anton Korikov, Arnau Ramisa, Atoosa Kasirzadeh, Julian McAuley, Maheswaran Sathiamoorthy, Ren\'e Vidal, Scott Sanner, Silvia Milano, Yashar Deldjoo, Zhankui He

arxiv:2404.00579 v2 · 2024-03-31 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GLUHCQ2JQ5R5NQETCUXGM62CWH}

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

3 papers in Pith

Prompt-Adapter Context Routing for Parameter-Efficient Multi-Shot Long Video Extrapolation

Generative Long-term User Interest Modeling for Click-Through Rate Prediction

Retrieval-Augmented Generation with Graphs (GraphRAG)

Receipt and verification

First computed	2026-07-05T08:40:15.839295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32e87143498763d6c093152e667b42b1e118f751d1ab5ce51efc30bfa8e21c26

Aliases

arxiv: 2404.00579 · arxiv_version: 2404.00579v2 · doi: 10.48550/arxiv.2404.00579 · pith_short_12: GLUHCQ2JQ5R5 · pith_short_16: GLUHCQ2JQ5R5NQET · pith_short_8: GLUHCQ2J

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/GLUHCQ2JQ5R5NQETCUXGM62CWH \
  | 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: 32e87143498763d6c093152e667b42b1e118f751d1ab5ce51efc30bfa8e21c26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5299348b965d6661993eb3a4fe7ea0658526a923099f7073f724d812771cc232",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-03-31T06:57:57Z",
    "title_canon_sha256": "5a2dd8cf31fe965f78c83879425940b3bb1757f42b67c770cec7ee199bccc3be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.00579",
    "kind": "arxiv",
    "version": 2
  }
}