Pith Number

pith:QF5VABJK

pith:2025:QF5VABJKI66E6FV6V3E3TTDIAE

not attested not anchored not stored refs pending

Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models

Fuzheng Zhang, Junfei Wu, Qiang Liu, Tieniu Tan, Xinlong Chen, Yuanxing Zhang

arxiv:2505.17061 v3 · 2025-05-17 · cs.CL · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{QF5VABJKI66E6FV6V3E3TTDIAE}

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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

2 papers in Pith

Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding

Mitigating Multimodal Hallucination via Phase-wise Self-reward

Receipt and verification

First computed	2026-07-05T11:18:43.089923Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

817b50052a47bc4f16beaec9b9cc68010d4a2b44e4ba24e8e4c7e41d7044a3e4

Aliases

arxiv: 2505.17061 · arxiv_version: 2505.17061v3 · doi: 10.48550/arxiv.2505.17061 · pith_short_12: QF5VABJKI66E · pith_short_16: QF5VABJKI66E6FV6 · pith_short_8: QF5VABJK

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/QF5VABJKI66E6FV6V3E3TTDIAE \
  | 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: 817b50052a47bc4f16beaec9b9cc68010d4a2b44e4ba24e8e4c7e41d7044a3e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "460059afcb1e7ed1f82a335ae04b5314615308ffd71900e0cf3e84f24e02e325",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-17T09:44:18Z",
    "title_canon_sha256": "251a2a5ef91bf31319a7b046256f543e444959038ac3c26a1c11019ae5babee8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17061",
    "kind": "arxiv",
    "version": 3
  }
}