Pith Number

pith:GYTGEGPL

pith:2023:GYTGEGPLPFOXLSJ2A54XSIFMXN

not attested not anchored not stored refs pending

Continuous Training and Fine-tuning for Domain-Specific Language Models in Medical Question Answering

Yining Hua, Zhen Guo

arxiv:2311.00204 v1 · 2023-11-01 · 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{GYTGEGPLPFOXLSJ2A54XSIFMXN}

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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

Continual Pre-Training is (not) What You Need in Domain Adaption

Receipt and verification

First computed	2026-07-05T07:07:43.849334Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36266219eb795d75c93a07797920acbb49183828c3d2840c85dcf112f0a305e4

Aliases

arxiv: 2311.00204 · arxiv_version: 2311.00204v1 · doi: 10.48550/arxiv.2311.00204 · pith_short_12: GYTGEGPLPFOX · pith_short_16: GYTGEGPLPFOXLSJ2 · pith_short_8: GYTGEGPL

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/GYTGEGPLPFOXLSJ2A54XSIFMXN \
  | 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: 36266219eb795d75c93a07797920acbb49183828c3d2840c85dcf112f0a305e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a93a28389c1854e1e9ae349dcf53c5510f9c0f15eb74f4a63d0b609e4ba6e9c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-01T00:18:00Z",
    "title_canon_sha256": "fb4cc7267dfd51efaf12e746a3ca6b4af4b0c32279b80a64956ac28b2fd9f67f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.00204",
    "kind": "arxiv",
    "version": 1
  }
}