Pith Number

pith:G5ZECB57

pith:2023:G5ZECB57OBTUI6HJDFVZDIN2AL

not attested not anchored not stored refs pending

How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model

Jie Yu, Jun Ma, Shan Zhao, Shasha Li, Shezheng Song, Weimin Zhang, Xiaoguang Mao, Xiaopeng Li

arxiv:2311.07594 v3 · 2023-11-10 · cs.CL · cs.AI · cs.CV · cs.MM

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\usepackage{pith}
\pithnumber{G5ZECB57OBTUI6HJDFVZDIN2AL}

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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

4 papers in Pith

Symbolic and Abstractive Reasoning with Complex Visual Queries

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection

Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images

A Survey on the Memory Mechanism of Large Language Model based Agents

Receipt and verification

First computed	2026-07-05T09:58:17.310908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37724107bf70674478e9196b91a1ba02d573c05a6230dd650f7e7fce7f4ceee4

Aliases

arxiv: 2311.07594 · arxiv_version: 2311.07594v3 · doi: 10.48550/arxiv.2311.07594 · pith_short_12: G5ZECB57OBTU · pith_short_16: G5ZECB57OBTUI6HJ · pith_short_8: G5ZECB57

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/G5ZECB57OBTUI6HJDFVZDIN2AL \
  | 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: 37724107bf70674478e9196b91a1ba02d573c05a6230dd650f7e7fce7f4ceee4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "401332a130b16f67e89a7d564f860527b0fe1fb86c118bd1133eb2871fc6d098",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-10T09:51:24Z",
    "title_canon_sha256": "28e52f44bd00f9bd13fd2e6033e6a8a8fb3d24710f9b9a52755f1ccda681f616"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07594",
    "kind": "arxiv",
    "version": 3
  }
}