Pith Number

pith:2XAHPIR6

pith:2025:2XAHPIR6EFYYDTSFEDVGHD2MQW

not attested not anchored not stored refs pending

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

Jun Wang, Kai Yu, Meijia Song, Min Zeng, Rui Zhang, Shuang Zhou, Xiaoyi Chen, Yu Hou, Zaifu Zhan

arxiv:2509.04534 v1 · 2025-09-04 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2XAHPIR6EFYYDTSFEDVGHD2MQW}

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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	2026-07-05T12:05:24.838193Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5c077a23e217181ce4520ea638f4c85a5b8c6446e2379619eca76719bb12ea0

Aliases

arxiv: 2509.04534 · arxiv_version: 2509.04534v1 · doi: 10.48550/arxiv.2509.04534 · pith_short_12: 2XAHPIR6EFYY · pith_short_16: 2XAHPIR6EFYYDTSF · pith_short_8: 2XAHPIR6

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/2XAHPIR6EFYYDTSFEDVGHD2MQW \
  | 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: d5c077a23e217181ce4520ea638f4c85a5b8c6446e2379619eca76719bb12ea0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfe206e7e466fcf5b9c837b7933cad7417c63b399ce64ce264b0af459a4eb9a8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-04T04:18:45Z",
    "title_canon_sha256": "cfa91c3bf0f9e7ecff234a45dd6d638d3fc08d6bfd16daa4c1fc6c99c7045f55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04534",
    "kind": "arxiv",
    "version": 1
  }
}