Pith Number

pith:VUXOAMPK

pith:2019:VUXOAMPKNEUSPCSAII77T63ZT5

not attested not anchored not stored refs pending

Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation

Jacob Eisenstein, Marjan Ghazvininejad, Omer Levy, Vladimir Karpukhin

arxiv:1902.01509 v1 · 2019-02-05 · cs.CL · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{VUXOAMPKNEUSPCSAII77T63ZT5}

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Record completeness

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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

Findings of the First Shared Task on Machine Translation Robustness

Receipt and verification

First computed	2026-05-17T23:54:47.498536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad2ee031ea6929278a40423ff9fb799f7d2e00b19e732b484c006c2203397975

Aliases

arxiv: 1902.01509 · arxiv_version: 1902.01509v1 · doi: 10.48550/arxiv.1902.01509 · pith_short_12: VUXOAMPKNEUS · pith_short_16: VUXOAMPKNEUSPCSA · pith_short_8: VUXOAMPK

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/VUXOAMPKNEUSPCSAII77T63ZT5 \
  | 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: ad2ee031ea6929278a40423ff9fb799f7d2e00b19e732b484c006c2203397975

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cad594df500d8467bda911fa5a990a4f58c5ad47616476d0969ee99c8e509558",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-02-05T01:17:07Z",
    "title_canon_sha256": "f84935269f30b041921ad5731c3b2876484de7f1a162416b41aec5e693b91996"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.01509",
    "kind": "arxiv",
    "version": 1
  }
}