Pith Number

pith:UY7H35ME

pith:2023:UY7H35MERQSYXDTY5YJJNZNA44

not attested not anchored not stored refs pending

An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention

Hyowon Wi, Jeongwhan Choi, Noseong Park, Yehjin Shin

arxiv:2312.10325 v2 · 2023-12-16 · cs.LG · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UY7H35MERQSYXDTY5YJJNZNA44}

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

1 paper in Pith

Beyond Semantic Understanding: Preserving Collaborative Frequency Components in LLM-based Recommendation

Receipt and verification

First computed	2026-07-05T07:46:28.822258Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a63e7df5848c258b8e78ee1296e5a0e72244d7a0d5fb04e80a3b0e658e815063

Aliases

arxiv: 2312.10325 · arxiv_version: 2312.10325v2 · doi: 10.48550/arxiv.2312.10325 · pith_short_12: UY7H35MERQSY · pith_short_16: UY7H35MERQSYXDTY · pith_short_8: UY7H35ME

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/UY7H35MERQSYXDTY5YJJNZNA44 \
  | 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: a63e7df5848c258b8e78ee1296e5a0e72244d7a0d5fb04e80a3b0e658e815063

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd9762200ba4aac2d978be491d64d13914bf2d86aaac70ca7d13a6ef85a4f115",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-16T05:23:08Z",
    "title_canon_sha256": "7ea1258a4b8c867abad93d8e34d64f332a7bd1bd8f62069aa5afbbc028336e70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10325",
    "kind": "arxiv",
    "version": 2
  }
}