Pith Number

pith:D2SWHHHL

pith:2025:D2SWHHHLI5IEQCDRKGYBR2LY3S

not attested not anchored not stored refs pending

Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation

Jiakai Tang, Jian Wu, Jun Xu, Sunhao Dai, Teng Shi, Wen Chen, Xu Chen, Yuning Jiang

arxiv:2503.22675 v3 · 2025-03-28 · cs.IR · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D2SWHHHLI5IEQCDRKGYBR2LY3S}

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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

16 papers in Pith

Beyond Matching: Category-Guided Latent Intent Reasoning for Generative Retrieval in E-Commerce

SSRLive: Live Streaming Recommendation with Dynamic Semantic ID

When Does Latent Reasoning Help? MeRa: Metric-Space Bias for Spatial Prediction

VirtualMLE: A Virtual ML Engineer that Optimizes Sequential Recommenders

Generative Spatiotemporal Intent Sequence Recommendation via Implicit Reasoning in Amap

Receipt and verification

First computed	2026-07-05T11:46:41.544406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ea5639ceb475048087151b018e978dc82dc74a5845b2933bcaee1e3f4e978a1

Aliases

arxiv: 2503.22675 · arxiv_version: 2503.22675v3 · doi: 10.48550/arxiv.2503.22675 · pith_short_12: D2SWHHHLI5IE · pith_short_16: D2SWHHHLI5IEQCDR · pith_short_8: D2SWHHHL

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/D2SWHHHLI5IEQCDRKGYBR2LY3S \
  | 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: 1ea5639ceb475048087151b018e978dc82dc74a5845b2933bcaee1e3f4e978a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "478682e7ef155a080223178ad590d7baee75ad2c839dff773a53c3be0e14c500",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-03-28T17:59:03Z",
    "title_canon_sha256": "d183444a0e12a3d37137c95b338e44a5b7481c42370565f837d182859bbbf245"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22675",
    "kind": "arxiv",
    "version": 3
  }
}