Pith Number

pith:D6PJFZBX

pith:2025:D6PJFZBXTR3XMI5BDXAYKF7TWR

not attested not anchored not stored refs pending

Multilingual Language Model Pretraining using Machine-translated Data

David Adelani, Jiayi Wang, Maurice Weber, Max Ryabinin, Pontus Stenetorp, Raphael Tang, Yao Lu, Yihong Chen

arxiv:2502.13252 v1 · 2025-02-18 · cs.CL

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\usepackage{pith}
\pithnumber{D6PJFZBXTR3XMI5BDXAYKF7TWR}

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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

Assessing the Role of Data Quality in Training Bilingual Language Models

Receipt and verification

First computed	2026-07-05T10:16:44.387123Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f9e92e4379c777623a11dc18517f3b46b11b7468ebf2e0b7774b82be5c4096f

Aliases

arxiv: 2502.13252 · arxiv_version: 2502.13252v1 · doi: 10.48550/arxiv.2502.13252 · pith_short_12: D6PJFZBXTR3X · pith_short_16: D6PJFZBXTR3XMI5B · pith_short_8: D6PJFZBX

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/D6PJFZBXTR3XMI5BDXAYKF7TWR \
  | 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: 1f9e92e4379c777623a11dc18517f3b46b11b7468ebf2e0b7774b82be5c4096f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc60a8470c2e7061ff144505e383498402bb669c7a5c06387bb443cad9cf8a38",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T19:27:53Z",
    "title_canon_sha256": "6b30526d060783a946f0cdae52395e08d03b159cdcca761c105ab1e9e26e424a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13252",
    "kind": "arxiv",
    "version": 1
  }
}