Pith Number

pith:7BNYFED6

pith:2023:7BNYFED63FE4FXNE2BKBNQ3AAO

not attested not anchored not stored refs pending

Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision

Minjoon Seo, Seongyun Lee, Sue Hyun Park, Yongrae Jo

arxiv:2311.07362 v4 · 2023-11-13 · 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{7BNYFED63FE4FXNE2BKBNQ3AAO}

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

6 papers in Pith

Mitigating Object Hallucinations via Sentence-Level Early Intervention

A Survey on Hallucination in Large Vision-Language Models

Hallucination of Multimodal Large Language Models: A Survey

Mitigating Multimodal Hallucination via Phase-wise Self-reward

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering

Receipt and verification

First computed	2026-07-05T08:03:08.280749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f85b82907ed949c2dda4d05416c360038484130c8e0c4bf843647033216b05a1

Aliases

arxiv: 2311.07362 · arxiv_version: 2311.07362v4 · doi: 10.48550/arxiv.2311.07362 · pith_short_12: 7BNYFED63FE4 · pith_short_16: 7BNYFED63FE4FXNE · pith_short_8: 7BNYFED6

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/7BNYFED63FE4FXNE2BKBNQ3AAO \
  | 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: f85b82907ed949c2dda4d05416c360038484130c8e0c4bf843647033216b05a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7030cb51d2df14c36d3c1bfe58401f391b83882082890dbb2190b52707c3f43",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-13T14:26:24Z",
    "title_canon_sha256": "49c428c105e2be7cc991318e7811b61e832582775ac1dbc7daade6e61cb0feaa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07362",
    "kind": "arxiv",
    "version": 4
  }
}