Pith Number

pith:XQHFVAEN

pith:2024:XQHFVAENJ2TZ3AKDACCV5MIVO4

not attested not anchored not stored refs pending

The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints

Philippe Jouvet, Rita Noumeir, Symeon Chatzinotas, Thanh-Dung Le, Ti Ti Nguyen, Vu Nguyen Ha

arxiv:2407.19299 v3 · 2024-07-27 · cs.CL · eess.SP

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\usepackage{pith}
\pithnumber{XQHFVAENJ2TZ3AKDACCV5MIVO4}

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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

Automatic Extraction of Structured Information from Brain MRI Reports Using an Open-Weight Large Language Model

Receipt and verification

First computed	2026-07-05T11:43:56.320649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc0e5a808d4ea79d814300855eb1157732471d640ad209be2ce87c7f8e719bc4

Aliases

arxiv: 2407.19299 · arxiv_version: 2407.19299v3 · doi: 10.48550/arxiv.2407.19299 · pith_short_12: XQHFVAENJ2TZ · pith_short_16: XQHFVAENJ2TZ3AKD · pith_short_8: XQHFVAEN

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/XQHFVAENJ2TZ3AKDACCV5MIVO4 \
  | 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: bc0e5a808d4ea79d814300855eb1157732471d640ad209be2ce87c7f8e719bc4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc8954b2d80f1abc67c6fc35ff29403fc39287d12e7740c47b0f56d766558f5a",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-27T16:48:03Z",
    "title_canon_sha256": "b458f21fca22400ab581aee22e402520c1a6a86213511098543a7c3f11ea9ad0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19299",
    "kind": "arxiv",
    "version": 3
  }
}