Pith Number

pith:HNR5NMDO

pith:2018:HNR5NMDO3IOSIUV6Z3GAGAE253

not attested not anchored not stored refs pending

Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems

Le-Minh Nguyen, Van-Khanh Tran

arxiv:1811.04164 v1 · 2018-11-10 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HNR5NMDO3IOSIUV6Z3GAGAE253}

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	2026-05-18T00:01:06.105114Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b63d6b06eda1d2452bececc03009aeef9ac332ff8e3ddcd56c0246ff0ac78d5

Aliases

arxiv: 1811.04164 · arxiv_version: 1811.04164v1 · doi: 10.48550/arxiv.1811.04164 · pith_short_12: HNR5NMDO3IOS · pith_short_16: HNR5NMDO3IOSIUV6 · pith_short_8: HNR5NMDO

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/HNR5NMDO3IOSIUV6Z3GAGAE253 \
  | 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: 3b63d6b06eda1d2452bececc03009aeef9ac332ff8e3ddcd56c0246ff0ac78d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35828ace05856e009dbc168735a4aa9b295f4e4c069aeb4bafbaad2f9d0afd2b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-11-10T00:12:56Z",
    "title_canon_sha256": "6868db74dc1d37df859176e0096712fea362a9f233249090152319443b0554d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.04164",
    "kind": "arxiv",
    "version": 1
  }
}