Pith Number

pith:NGK3NLJD

pith:2023:NGK3NLJDJ35ILCEIAVRSIWIJVO

not attested not anchored not stored refs pending

Data Augmentation for Neural Machine Translation using Generative Language Model

Seokjin Oh, Su Ah Lee, Woohwan Jung

arxiv:2307.16833 v2 · 2023-07-26 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NGK3NLJDJ35ILCEIAVRSIWIJVO}

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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

Text Data Augmentation for Large Language Models: A Comprehensive Survey of Methods, Challenges, and Opportunities

Receipt and verification

First computed	2026-07-05T07:11:58.575969Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6995b6ad234efa8588880563245909ab936a7f9ca177da408e6b09f805fe3966

Aliases

arxiv: 2307.16833 · arxiv_version: 2307.16833v2 · doi: 10.48550/arxiv.2307.16833 · pith_short_12: NGK3NLJDJ35I · pith_short_16: NGK3NLJDJ35ILCEI · pith_short_8: NGK3NLJD

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/NGK3NLJDJ35ILCEIAVRSIWIJVO \
  | 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: 6995b6ad234efa8588880563245909ab936a7f9ca177da408e6b09f805fe3966

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca36dd5b7034d8614cb38ff239e37ada7beca988fa51381992612eda482fffe7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-26T02:12:58Z",
    "title_canon_sha256": "eedfc96db759e9a3d9db4a4274369408b7faedf8a03663aebd6bfd75b8895c33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.16833",
    "kind": "arxiv",
    "version": 2
  }
}