Pith Number

pith:XTHXQGTU

pith:2019:XTHXQGTU5S7QCNEIVBG3OPYPXN

not attested not anchored not stored refs pending

Kernelized Bayesian Softmax for Text Generation

Chengqi Zhao, Hao Zhou, Lei Li, Ning Miao, Wenxian Shi

arxiv:1911.00274 v1 · 2019-11-01 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XTHXQGTU5S7QCNEIVBG3OPYPXN}

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	2026-07-05T00:16:25.430827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bccf781a74ecbf013488a84db73f0fbb6ba611755c3e27aa89fa3bb8a67ec0fb

Aliases

arxiv: 1911.00274 · arxiv_version: 1911.00274v1 · doi: 10.48550/arxiv.1911.00274 · pith_short_12: XTHXQGTU5S7Q · pith_short_16: XTHXQGTU5S7QCNEI · pith_short_8: XTHXQGTU

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/XTHXQGTU5S7QCNEIVBG3OPYPXN \
  | 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: bccf781a74ecbf013488a84db73f0fbb6ba611755c3e27aa89fa3bb8a67ec0fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "580881edf518b997eb3fbf2828d9153a6e876332ec9a9bb5124441dd97dba92f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-11-01T09:20:14Z",
    "title_canon_sha256": "4b80024c1118c05557e1d2c096242d6098d24eeba5fa69dd48d56f7e61249919"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.00274",
    "kind": "arxiv",
    "version": 1
  }
}