Pith Number

pith:7PIHGNC7

pith:2025:7PIHGNC7ZZMEDGG7UMIE22XMZ7

not attested not anchored not stored refs pending

EPEE: Towards Efficient and Effective Foundation Models in Biomedicine

Huixue Zhou, Rui Zhang, Shuang Zhou, Zaifu Zhan, Zirui Liu

arxiv:2503.02053 v1 · 2025-03-03 · cs.AI · 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{7PIHGNC7ZZMEDGG7UMIE22XMZ7}

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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

1 paper in Pith

Quantized Large Language Models in Biomedical Natural Language Processing: Evaluation and Recommendation

Receipt and verification

First computed	2026-07-05T10:23:35.497976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbd073345fce584198dfa3104d6aeccfe06350e30b99df8364c19c8046c7ae54

Aliases

arxiv: 2503.02053 · arxiv_version: 2503.02053v1 · doi: 10.48550/arxiv.2503.02053 · pith_short_12: 7PIHGNC7ZZME · pith_short_16: 7PIHGNC7ZZMEDGG7 · pith_short_8: 7PIHGNC7

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/7PIHGNC7ZZMEDGG7UMIE22XMZ7 \
  | 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: fbd073345fce584198dfa3104d6aeccfe06350e30b99df8364c19c8046c7ae54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b070c3938aeedf3eb1ee2b1ea9a2d680849805adea137c2c211f4fbf743d2500",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-03T21:11:13Z",
    "title_canon_sha256": "9d6d52716a4a012434d4dffbf2b21779184541f9fa53c0ce7be03fe0b5cf1e03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02053",
    "kind": "arxiv",
    "version": 1
  }
}