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Pith Number

pith:YSCIDOQN

pith:2018:YSCIDOQNBTXNYTB7NCU6YOGJQK
not attested not anchored not stored refs pending

Adversarial Text Generation Without Reinforcement Learning

Anna Rumshisky, David Donahue

arxiv:1810.06640 v2 · 2018-10-11 · cs.CL · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YSCIDOQNBTXNYTB7NCU6YOGJQK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Receipt and verification
First computed 2026-05-17T23:57:07.312833Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c48481ba0d0ceedc4c3f68a9ec38c982a30e89b2cc488aa2086951817d094e1f

Aliases

arxiv: 1810.06640 · arxiv_version: 1810.06640v2 · doi: 10.48550/arxiv.1810.06640 · pith_short_12: YSCIDOQNBTXN · pith_short_16: YSCIDOQNBTXNYTB7 · pith_short_8: YSCIDOQN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YSCIDOQNBTXNYTB7NCU6YOGJQK \
  | 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: c48481ba0d0ceedc4c3f68a9ec38c982a30e89b2cc488aa2086951817d094e1f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5125f5f926bd4d14e0727b2aafe61d35eb1e581111665427e16229e35051eda4",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-10-11T22:50:38Z",
    "title_canon_sha256": "7fb547d2392e88b7c2c4104af069d9ddf9ba86fc79ed99f0ba6a5285b157611a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.06640",
    "kind": "arxiv",
    "version": 2
  }
}