Pith Number

pith:3AVYUXBB

pith:2022:3AVYUXBB2CATNEZ46HTNSPZMWT

not attested not anchored not stored refs pending

Self-conditioned Embedding Diffusion for Text Generation

Arthur Mensch, Corentin Tallec, Florent Altch\'e, Laurent Sifre, Nikolay Savinov, R\'emi Leblond, Robin Strudel, Sander Dieleman, Will Grathwohl, Yaroslav Ganin, Yilun Du

arxiv:2211.04236 v1 · 2022-11-08 · 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{3AVYUXBB2CATNEZ46HTNSPZMWT}

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.

Cited by

24 papers in Pith

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding

Subliminal Clocks: Latent Time Modelling in Diffusion Language Models

Hacking Generative Perplexity: Why Unconditional Text Evaluation Needs Distributional Metrics

Low Perplexity is Repetition: A One-Dimensional Self-Conditioning Attractor in Continuous Diffusion LMs

Self-conditioned Flow Map Language Models via Fixed-point Flows

Receipt and verification

First computed	2026-07-05T05:14:27.401856Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d82b8a5c21d08136933cf1e6d93f2cb4e4aeed555f75701cb3f9d17e3bb79a1c

Aliases

arxiv: 2211.04236 · arxiv_version: 2211.04236v1 · doi: 10.48550/arxiv.2211.04236 · pith_short_12: 3AVYUXBB2CAT · pith_short_16: 3AVYUXBB2CATNEZ4 · pith_short_8: 3AVYUXBB

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/3AVYUXBB2CATNEZ46HTNSPZMWT \
  | 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: d82b8a5c21d08136933cf1e6d93f2cb4e4aeed555f75701cb3f9d17e3bb79a1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e72a0614d30a3205622648d7dc71d5f2920676553eac8f429c41d9ae39d98d2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-08T13:30:27Z",
    "title_canon_sha256": "3fdac587e33d5d8b374cb62d5fcba3044707739f02dc71f9a4ae954f2fde64de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.04236",
    "kind": "arxiv",
    "version": 1
  }
}