Pith. sign in
Pith Number

pith:MF5C2V5S

pith:2022:MF5C2V5SBXMQ4UMPV72HEV3YII
not attested not anchored not stored refs pending

Empowering Diffusion Models on the Embedding Space for Text Generation

Fang Zhang, Jiang Bian, Junliang Guo, Linli Xu, Xu Tan, Yongxin Zhu, Zhujin Gao

arxiv:2212.09412 v3 · 2022-12-19 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MF5C2V5SBXMQ4UMPV72HEV3YII}

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 2026-07-05T08:10:12.215278Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

617a2d57b20dd90e518faff4725778420ade74548b216ff21e5962050282bbee

Aliases

arxiv: 2212.09412 · arxiv_version: 2212.09412v3 · doi: 10.48550/arxiv.2212.09412 · pith_short_12: MF5C2V5SBXMQ · pith_short_16: MF5C2V5SBXMQ4UMP · pith_short_8: MF5C2V5S
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MF5C2V5SBXMQ4UMPV72HEV3YII \
  | 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: 617a2d57b20dd90e518faff4725778420ade74548b216ff21e5962050282bbee
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e5f78df81afeaee58462d3f5e4947b1572e9196677de81ca702265bc496c6339",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-19T12:44:25Z",
    "title_canon_sha256": "472ca7256fc5e8e1e8c3d1716b51cd4116e8a457b55b72db0abaa001d80c0803"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.09412",
    "kind": "arxiv",
    "version": 3
  }
}