Pith. sign in
Pith Number

pith:VUSZRSBK

pith:2019:VUSZRSBKOCGDRYNHMD5J3YAFXK
not attested not anchored not stored refs pending

Adversarial Bootstrapping for Dialogue Model Training

Christopher Larson, Erik T. Mueller, Oluwatobi Olabiyi, Tarek Lahlou

arxiv:1909.00925 v2 · 2019-09-03 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VUSZRSBKOCGDRYNHMD5J3YAFXK}

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.
Receipt and verification
First computed 2026-07-05T00:02:28.920405Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ad2598c82a708c38e1a760fa9de005baaf344468ac7b018ab163ff7787a1f9bf

Aliases

arxiv: 1909.00925 · arxiv_version: 1909.00925v2 · doi: 10.48550/arxiv.1909.00925 · pith_short_12: VUSZRSBKOCGD · pith_short_16: VUSZRSBKOCGDRYNH · pith_short_8: VUSZRSBK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VUSZRSBKOCGDRYNHMD5J3YAFXK \
  | 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: ad2598c82a708c38e1a760fa9de005baaf344468ac7b018ab163ff7787a1f9bf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "df20cf4697b459dd52d3c7d3e1327da9f703af285814382afe778fb9bea42b4e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-09-03T02:45:28Z",
    "title_canon_sha256": "1062cd6b9e33a1bcbd5d4d6ffbc4ece3a074ee26f75522430c1f00ce50918264"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.00925",
    "kind": "arxiv",
    "version": 2
  }
}