Pith Number

pith:3ZY4DAJQ

pith:2021:3ZY4DAJQBZLSKV6GRU236RLDLJ

not attested not anchored not stored refs pending

GRN: Generative Rerank Network for Context-wise Recommendation

BinBin Hu, Fei Sun, Qingwen Liu, Wenwu Ou, Yufei Feng, Yu Gong

arxiv:2104.00860 v2 · 2021-04-02 · 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{3ZY4DAJQBZLSKV6GRU236RLDLJ}

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

5 papers in Pith

DeGRe: Dense-supervised Generative Reranking for Recommendation

SCASRec: A Self-Correcting and Auto-Stopping Model for Generative Route List Recommendation

Rich-Media Re-Ranker: A User Satisfaction-Driven LLM Re-ranking Framework for Rich-Media Search

Dual-Rerank: Fusing Causality and Utility for Industrial Generative Reranking

Next-Scale Generative Reranking: A Tree-based Generative Rerank Method at Meituan

Receipt and verification

First computed	2026-07-05T02:29:58.363779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de71c181300e572557c68d35bf45635a558f9e2b682228ab6f73a5619433ed27

Aliases

arxiv: 2104.00860 · arxiv_version: 2104.00860v2 · doi: 10.48550/arxiv.2104.00860 · pith_short_12: 3ZY4DAJQBZLS · pith_short_16: 3ZY4DAJQBZLSKV6G · pith_short_8: 3ZY4DAJQ

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/3ZY4DAJQBZLSKV6GRU236RLDLJ \
  | 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: de71c181300e572557c68d35bf45635a558f9e2b682228ab6f73a5619433ed27

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ec8cc6bcd41887f80b2046d4423482b1ef4f152f889238f63976d462ba8fa39",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2021-04-02T02:40:23Z",
    "title_canon_sha256": "1c18c149ada7229454c983763511629ffc0c07c878a76fde9a19b66f3d65656e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.00860",
    "kind": "arxiv",
    "version": 2
  }
}