Pith Number

pith:3H47CEBQ

pith:2023:3H47CEBQFI7MOXUDSIMHKL4WTH

not attested not anchored not stored refs pending

TESS: Text-to-Text Self-Conditioned Simplex Diffusion

Arman Cohan, Hamish Ivison, Iz Beltagy, Jaesung Tae, James Henderson, Matthew E. Peters, Rabeeh Karimi Mahabadi

arxiv:2305.08379 v2 · 2023-05-15 · 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{3H47CEBQFI7MOXUDSIMHKL4WTH}

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

3 papers in Pith

Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster

Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Receipt and verification

First computed	2026-07-05T07:47:25.080439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9f9f110302a3ec75e839218752f9699e5fa8892fde4274e7935fab3e0434fa1

Aliases

arxiv: 2305.08379 · arxiv_version: 2305.08379v2 · doi: 10.48550/arxiv.2305.08379 · pith_short_12: 3H47CEBQFI7M · pith_short_16: 3H47CEBQFI7MOXUD · pith_short_8: 3H47CEBQ

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/3H47CEBQFI7MOXUDSIMHKL4WTH \
  | 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: d9f9f110302a3ec75e839218752f9699e5fa8892fde4274e7935fab3e0434fa1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "539312e9519fd3f8ec415c6304e6b91d130ee4b38b344e299ffc551df883454c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-15T06:33:45Z",
    "title_canon_sha256": "299991f1644b17372d537e9887f7e93212034a35d537a087709821d069059f45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.08379",
    "kind": "arxiv",
    "version": 2
  }
}