Pith Number

pith:UYYAV7RW

pith:2025:UYYAV7RWZ5RP5ECFXZYZ7CVP6U

not attested not anchored not stored refs pending

Learning Unmasking Policies for Diffusion Language Models

Jason Ramapuram, Jo\~ao Monteiro, Louis B\'ethune, Marco Cuturi, Metod Jazbec, Michael Kirchhof, Pierre Ablin, Theo X. Olausson, Victor Turrisi

arxiv:2512.09106 v4 · 2025-12-09 · 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{UYYAV7RWZ5RP5ECFXZYZ7CVP6U}

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

1 paper in Pith

Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models

Receipt and verification

First computed	2026-06-03T00:05:03.419226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6300afe36cf62fe9045be719f8aaff5358796878de954c72ac4ffe4d481f627

Aliases

arxiv: 2512.09106 · arxiv_version: 2512.09106v4 · doi: 10.48550/arxiv.2512.09106 · pith_short_12: UYYAV7RWZ5RP · pith_short_16: UYYAV7RWZ5RP5ECF · pith_short_8: UYYAV7RW

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/UYYAV7RWZ5RP5ECFXZYZ7CVP6U \
  | 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: a6300afe36cf62fe9045be719f8aaff5358796878de954c72ac4ffe4d481f627

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc1466f2029b9507635d7d08c88c9e7d9a81356ed724eb64519b6ba9983f6b9b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-12-09T20:44:33Z",
    "title_canon_sha256": "1d71f40c26ce3d0789ece2fb08ebca1cc765fe60a87477d8ee26e0d3089acbb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.09106",
    "kind": "arxiv",
    "version": 4
  }
}