Pith Number

pith:2VCRL2UD

pith:2019:2VCRL2UDAIVIZY6ENX7SJNQAYG

not attested not anchored not stored refs pending

Consistency by Agreement in Zero-shot Neural Machine Translation

Ankur P. Parikh, Maruan Al-Shedivat

arxiv:1904.02338 v2 · 2019-04-04 · cs.LG · cs.CL · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2VCRL2UDAIVIZY6ENX7SJNQAYG}

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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

2 papers in Pith

Improving Zero-shot Translation with Language-Independent Constraints

Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models

Receipt and verification

First computed	2026-05-17T23:48:54.703633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d54515ea83022a8ce3c46dff24b600c194e45713c303fa2d44fa25ee792c2c9a

Aliases

arxiv: 1904.02338 · arxiv_version: 1904.02338v2 · doi: 10.48550/arxiv.1904.02338 · pith_short_12: 2VCRL2UDAIVI · pith_short_16: 2VCRL2UDAIVIZY6E · pith_short_8: 2VCRL2UD

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/2VCRL2UDAIVIZY6ENX7SJNQAYG \
  | 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: d54515ea83022a8ce3c46dff24b600c194e45713c303fa2d44fa25ee792c2c9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d9b10704fd84ccb2590f480e822c5ce38429441b27a135695e6134db906ec4b",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-04T03:49:05Z",
    "title_canon_sha256": "04668353408af60a863f04f9baef947207e79c7d4a2b6d4df22dc1b56a4e63b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.02338",
    "kind": "arxiv",
    "version": 2
  }
}