Pith Number

pith:42YNO2VP

pith:2023:42YNO2VPPKV22QH2MOMWCMDI6I

not attested not anchored not stored refs pending

The unreasonable effectiveness of few-shot learning for machine translation

Colin Cherry, Fangxiaoyu Feng, George Foster, Maxim Krikun, Melvin Johnson, Orhan Firat, Xavier Garcia, Yamini Bansal

arxiv:2302.01398 v1 · 2023-02-02 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{42YNO2VPPKV22QH2MOMWCMDI6I}

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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

Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters

Receipt and verification

First computed	2026-07-05T05:38:31.836577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6b0d76aaf7aabad40fa6399613068f22bb4d5221dc27f7b55e6876b5ca291f4

Aliases

arxiv: 2302.01398 · arxiv_version: 2302.01398v1 · doi: 10.48550/arxiv.2302.01398 · pith_short_12: 42YNO2VPPKV2 · pith_short_16: 42YNO2VPPKV22QH2 · pith_short_8: 42YNO2VP

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/42YNO2VPPKV22QH2MOMWCMDI6I \
  | 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: e6b0d76aaf7aabad40fa6399613068f22bb4d5221dc27f7b55e6876b5ca291f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1be450eabe7657a3afbb2933a92fa97a0b9de4bf09d50cff5fce93489ae22fe9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-02T20:19:46Z",
    "title_canon_sha256": "623b5a3e3c6e4ad5884d411a104dfe5012e92941cc4a669040619ea3658d847b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.01398",
    "kind": "arxiv",
    "version": 1
  }
}