Pith. sign in
Pith Number

pith:LYKD3BVE

pith:2025:LYKD3BVEKXITP7PEHBZ4W7EXNL
not attested not anchored not stored refs pending

GemMaroc: Unlocking Darija Proficiency in LLMs with Minimal Data

Abderrahman Skiredj, Ferdaous Azhari, Houdaifa Atou, Ismail Berrada, Nouamane Tazi

arxiv:2505.17082 v1 · 2025-05-20 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LYKD3BVEKXITP7PEHBZ4W7EXNL}

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 2026-07-05T11:07:46.838884Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5e143d86a455d137fde43873cb7c976afbfd9e3bf27bd743a5877c9abbc3a47c

Aliases

arxiv: 2505.17082 · arxiv_version: 2505.17082v1 · doi: 10.48550/arxiv.2505.17082 · pith_short_12: LYKD3BVEKXIT · pith_short_16: LYKD3BVEKXITP7PE · pith_short_8: LYKD3BVE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LYKD3BVEKXITP7PEHBZ4W7EXNL \
  | 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: 5e143d86a455d137fde43873cb7c976afbfd9e3bf27bd743a5877c9abbc3a47c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e5b2dc78675bd6781f9b5c3abd71191a482aa9575ce62e317285fc39d522316a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-20T12:38:42Z",
    "title_canon_sha256": "e966723f68ee7a32d8795ba00e46e5c12292b52d25d7137f035f2d572579b79d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17082",
    "kind": "arxiv",
    "version": 1
  }
}