Pith Number

pith:IYF37MGS

pith:2019:IYF37MGSTLGRWYUVC6QWOLC2BR

not attested not anchored not stored refs pending

Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation

Hao Zhou, Lei Li, Ning Miao, Wenxian Shi

arxiv:1906.06719 v4 · 2019-06-16 · cs.LG · cs.CL · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IYF37MGSTLGRWYUVC6QWOLC2BR}

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

HuggingFace's Transformers: State-of-the-art Natural Language Processing

Receipt and verification

First computed	2026-07-05T01:28:48.421010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

460bbfb0d29acd1b629517a1672c5a0c4291d625ee9c65af87afc5f98307714a

Aliases

arxiv: 1906.06719 · arxiv_version: 1906.06719v4 · doi: 10.48550/arxiv.1906.06719 · pith_short_12: IYF37MGSTLGR · pith_short_16: IYF37MGSTLGRWYUV · pith_short_8: IYF37MGS

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/IYF37MGSTLGRWYUVC6QWOLC2BR \
  | 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: 460bbfb0d29acd1b629517a1672c5a0c4291d625ee9c65af87afc5f98307714a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdcf50d995b9682e7e4753becc89a6d4a26d65d3d3c8f2ef74d29c82687e87e4",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-16T15:41:07Z",
    "title_canon_sha256": "0787e42621e58ba340024fbf944520523e5d7d1aba872f3a1a7f30652470112c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.06719",
    "kind": "arxiv",
    "version": 4
  }
}