Pith Number

pith:7VTZZSHZ

pith:2025:7VTZZSHZSGVNM7PMN5RR4BHHWP

not attested not anchored not stored refs pending

O_FT@EvalLLM2025 : \'etude comparative de choix de donn\'ees et de strat\'egies d'apprentissage pour l'adaptation de mod\`eles de langue \`a un domaine

Claire Perroux, G\'eraldine Damnati, Gw\'enol\'e Lecorv\'e, Isma\"el Rousseau, Lionel Delphin-Poulat, Morgan Veyret, Pierre Adam, Thomas Girault

arxiv:2507.04895 v1 · 2025-07-07 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7VTZZSHZSGVNM7PMN5RR4BHHWP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T11:32:56.030757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd679cc8f991aad67dec6f631e04e7b3cc872609fad6531c043bfcc5d620b0cb

Aliases

arxiv: 2507.04895 · arxiv_version: 2507.04895v1 · doi: 10.48550/arxiv.2507.04895 · pith_short_12: 7VTZZSHZSGVN · pith_short_16: 7VTZZSHZSGVNM7PM · pith_short_8: 7VTZZSHZ

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/7VTZZSHZSGVNM7PMN5RR4BHHWP \
  | 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: fd679cc8f991aad67dec6f631e04e7b3cc872609fad6531c043bfcc5d620b0cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90c5feb13b0a91d2a5e39207f5c3f8911611324672ce1dac6967083a87e22e57",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-07T11:28:08Z",
    "title_canon_sha256": "600ab41318de30774616c7dab253bc3dccb13e9a7138ba6b02235a10339b2d5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04895",
    "kind": "arxiv",
    "version": 1
  }
}