Pith. sign in
Pith Number

pith:DHPJL57N

pith:2024:DHPJL57ND2YD4QQJBMSH24PIKJ
not attested not anchored not stored refs pending

Learning from others' mistakes: Finetuning machine translation models with span-level error annotations

Firas Trabelsi, Hamid Dadkhahi, Jiaming Luo, Lily H. Zhang, Mara Finkelstein, Markus Freitag

arxiv:2410.16509 v1 · 2024-10-21 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DHPJL57ND2YD4QQJBMSH24PIKJ}

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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.
Receipt and verification
First computed 2026-07-05T09:24:02.713938Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

19de95f7ed1eb03e42090b247d71e852694dfcbcd9799b330fe6454fee347c79

Aliases

arxiv: 2410.16509 · arxiv_version: 2410.16509v1 · doi: 10.48550/arxiv.2410.16509 · pith_short_12: DHPJL57ND2YD · pith_short_16: DHPJL57ND2YD4QQJ · pith_short_8: DHPJL57N
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DHPJL57ND2YD4QQJBMSH24PIKJ \
  | 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: 19de95f7ed1eb03e42090b247d71e852694dfcbcd9799b330fe6454fee347c79
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a69897889539c1483763e593e5ee819e50ce205e79ee4850ebccc7ac6d10be35",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-21T21:00:47Z",
    "title_canon_sha256": "c855d2e89bd87dc7798c8a7e516f007f1ee59044d241ceb94bdac7e182c4c2cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16509",
    "kind": "arxiv",
    "version": 1
  }
}