Pith Number

pith:VA6WDHK6

pith:2019:VA6WDHK66CSPJKURP3JQ2LTUGI

not attested not anchored not stored refs pending

Calibration of Encoder Decoder Models for Neural Machine Translation

Aviral Kumar, Sunita Sarawagi

arxiv:1903.00802 v1 · 2019-03-03 · cs.LG · cs.CL · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VA6WDHK66CSPJKURP3JQ2LTUGI}

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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

3 papers in Pith

ECUAS$_n$: A family of metrics for principled evaluation of uncertainty-augmented systems

Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning

Receipt and verification

First computed	2026-05-17T23:52:00.681514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a83d619d5ef0a4f4aa917ed30d2e7432113b09e8d87d536657fde2fcb87a8a35

Aliases

arxiv: 1903.00802 · arxiv_version: 1903.00802v1 · doi: 10.48550/arxiv.1903.00802 · pith_short_12: VA6WDHK66CSP · pith_short_16: VA6WDHK66CSPJKUR · pith_short_8: VA6WDHK6

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/VA6WDHK66CSPJKURP3JQ2LTUGI \
  | 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: a83d619d5ef0a4f4aa917ed30d2e7432113b09e8d87d536657fde2fcb87a8a35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53f6a1a985dc8964f8792d9f0fff6e2ee1bde8f64e937e671b763995e80228ad",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-03T01:08:47Z",
    "title_canon_sha256": "f4bb0e05e61604ccab120f4b635b9a84287b384f3e1f3312e758b87bb66a92bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.00802",
    "kind": "arxiv",
    "version": 1
  }
}