Pith Number

pith:A5HKX26N

pith:2022:A5HKX26NWKQQAZPPQJI77TKPEQ

not attested not anchored not stored refs pending

Your Autoregressive Generative Model Can be Better If You Treat It as an Energy-Based One

Bo Li, Dongsheng Li, Hengzhi Pei, Kaitao Song, Tong Che, Yezhen Wang, Yoshua Bengio

arxiv:2206.12840 v1 · 2022-06-26 · cs.LG · 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{A5HKX26NWKQQAZPPQJI77TKPEQ}

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	2026-07-05T04:34:59.828380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

074eabebcdb2a10065ef8251ffcd4f2403741c0ba8d703906fca5efa8b53f2e6

Aliases

arxiv: 2206.12840 · arxiv_version: 2206.12840v1 · doi: 10.48550/arxiv.2206.12840 · pith_short_12: A5HKX26NWKQQ · pith_short_16: A5HKX26NWKQQAZPP · pith_short_8: A5HKX26N

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/A5HKX26NWKQQAZPPQJI77TKPEQ \
  | 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: 074eabebcdb2a10065ef8251ffcd4f2403741c0ba8d703906fca5efa8b53f2e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3428a730b38ec5e9445d2b71459b08af08178aaa61c6847b22a8ff71fc97ad55",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-26T10:58:41Z",
    "title_canon_sha256": "1c2dc94bf0f911fef4f00df495629c8cd8f307b183e051f23f5272d8452e96ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.12840",
    "kind": "arxiv",
    "version": 1
  }
}