Pith Number

pith:Y2TAAOIB

pith:2025:Y2TAAOIBD6QFGYGMD4HWT7LVUZ

not attested not anchored not stored refs pending

MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval

Hengxing Cai, Jinhan Dong, Jue Hou, Mingjun Xu, Renxin Zhong, Sihang Li, Zehui Wang, Zhifeng Gao

arxiv:2506.12364 v2 · 2025-06-14 · cs.AI · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y2TAAOIBD6QFGYGMD4HWT7LVUZ}

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

8 papers in Pith

ELVA: Exploring Ranking-Driven Universal Multimodal Retrieval

miniReranker: Efficient Multimodal Reranking through Visual Cache Reuse and Interaction Sparsity

GR2 Technical Report

DocRetriever: A Plug-and-Play Framework for Multimodal Document Retrieval with Comprehensive Benchmark

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

Receipt and verification

First computed	2026-07-05T11:25:12.646890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6a60039011fa05360cc1f0f69fd75a64b68fe43c06af90e973684331cd7456d

Aliases

arxiv: 2506.12364 · arxiv_version: 2506.12364v2 · doi: 10.48550/arxiv.2506.12364 · pith_short_12: Y2TAAOIBD6QF · pith_short_16: Y2TAAOIBD6QFGYGM · pith_short_8: Y2TAAOIB

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/Y2TAAOIBD6QFGYGMD4HWT7LVUZ \
  | 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: c6a60039011fa05360cc1f0f69fd75a64b68fe43c06af90e973684331cd7456d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de0df309da54cb709ef671f3256c4f4169ab0bae1b4ccc9dce00be706df44c67",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-14T05:55:00Z",
    "title_canon_sha256": "cf133b63373316ce629b98822536ec3acd074f2e11a0f03eadd87fbeb0e116e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12364",
    "kind": "arxiv",
    "version": 2
  }
}