Pith Number

pith:UGYN4LX2

pith:2025:UGYN4LX2E2W5CYLMCN3RCTADNP

not attested not anchored not stored refs pending

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding

Chengzhi Liu, Feilong Tang, Imran Razzak, Jionglong Su, Ming Hu, Minquan Lin, Xuelian Cheng, Yifan Peng, Zelin Peng, Zhiwei Yang, Zhongxing Xu, Zongyuan Ge

arxiv:2505.16652 v2 · 2025-05-22 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UGYN4LX2E2W5CYLMCN3RCTADNP}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T11:17:45.646865Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1b0de2efa26add1616c1377114c036bc302d0ec53ac292fa66129de9f06a917

Aliases

arxiv: 2505.16652 · arxiv_version: 2505.16652v2 · doi: 10.48550/arxiv.2505.16652 · pith_short_12: UGYN4LX2E2W5 · pith_short_16: UGYN4LX2E2W5CYLM · pith_short_8: UGYN4LX2

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/UGYN4LX2E2W5CYLMCN3RCTADNP \
  | 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: a1b0de2efa26add1616c1377114c036bc302d0ec53ac292fa66129de9f06a917

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a90b00dcdd69e901aad250fcdcf858555264e80b0de78fe5bb5b01764278fa22",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-22T13:19:57Z",
    "title_canon_sha256": "da304c21321639005ed7d4f734c21bb7f2f00bf860590bebc343076ac0e5cdbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16652",
    "kind": "arxiv",
    "version": 2
  }
}