Pith. sign in
Pith Number

pith:Y2NU6IWH

pith:2023:Y2NU6IWHWTIU6UGY3TI2ELYOC5
not attested not anchored not stored refs pending

RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training

Chuanqi Tan, Fei Huang, Hongyi Yuan, Qiao Jin, Songfang Huang, Zheng Yuan, Zhengyun Zhao

arxiv:2303.00534 v1 · 2023-03-01 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{Y2NU6IWHWTIU6UGY3TI2ELYOC5}

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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.
Receipt and verification
First computed 2026-07-05T05:47:10.279089Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c69b4f22c7b4d14f50d8dcd1a22f0e1747b56b2faed6f1b5751962e951e602d5

Aliases

arxiv: 2303.00534 · arxiv_version: 2303.00534v1 · doi: 10.48550/arxiv.2303.00534 · pith_short_12: Y2NU6IWHWTIU · pith_short_16: Y2NU6IWHWTIU6UGY · pith_short_8: Y2NU6IWH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Y2NU6IWHWTIU6UGY3TI2ELYOC5 \
  | 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: c69b4f22c7b4d14f50d8dcd1a22f0e1747b56b2faed6f1b5751962e951e602d5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6e280ff40b8ab49aede22448f1d6fd7d1322495aec911807e461563d62936cc0",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-01T14:21:19Z",
    "title_canon_sha256": "cdbb490023af69459d4306ad8201ca754b7f17e351c876c4628d7b104a4c91dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.00534",
    "kind": "arxiv",
    "version": 1
  }
}