Pith Number

pith:2BI3OTHT

pith:2023:2BI3OTHTMPNNHZJAZIBBSKMVOQ

not attested not anchored not stored refs pending

Improved Training of Mixture-of-Experts Language GANs

Junge Zhang, Qiyue Yin, Yekun Chai

arxiv:2302.11875 v1 · 2023-02-23 · 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{2BI3OTHTMPNNHZJAZIBBSKMVOQ}

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	2026-07-05T05:44:57.539045Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d051b74cf363dad3e520ca02192995741afb85619e64b068c5a249f053eb94cb

Aliases

arxiv: 2302.11875 · arxiv_version: 2302.11875v1 · doi: 10.48550/arxiv.2302.11875 · pith_short_12: 2BI3OTHTMPNN · pith_short_16: 2BI3OTHTMPNNHZJA · pith_short_8: 2BI3OTHT

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/2BI3OTHTMPNNHZJAZIBBSKMVOQ \
  | 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: d051b74cf363dad3e520ca02192995741afb85619e64b068c5a249f053eb94cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7edb5dbd84df7548728fe71ffbf15af8ce9f546a0d095d6dfb7cf398babe4ff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-23T09:25:46Z",
    "title_canon_sha256": "8581341cd96a4383a8d7bcd4533d024768863a81c223f1471f8f281278ae1401"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.11875",
    "kind": "arxiv",
    "version": 1
  }
}