Pith Number

pith:EPJWV7UZ

pith:2024:EPJWV7UZYF7WOQDBOBKS2XGQW6

not attested not anchored not stored refs pending

Scaling up Masked Diffusion Models on Text

Chao Du, Chongxuan Li, Fengqi Zhu, Guangtao Zeng, Min Lin, Qian Liu, Shen Nie, Tianyu Pang

arxiv:2410.18514 v3 · 2024-10-24 · cs.AI · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EPJWV7UZYF7WOQDBOBKS2XGQW6}

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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

23 papers in Pith

Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding

Improved Large Language Diffusion Models

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

Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models

Masked Language Flow Models

Receipt and verification

First computed	2026-07-05T10:21:25.364706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23d36afe99c17f67406170552d5cd0b7a6076ccb785b4a12707018433c5f32b4

Aliases

arxiv: 2410.18514 · arxiv_version: 2410.18514v3 · doi: 10.48550/arxiv.2410.18514 · pith_short_12: EPJWV7UZYF7W · pith_short_16: EPJWV7UZYF7WOQDB · pith_short_8: EPJWV7UZ

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/EPJWV7UZYF7WOQDBOBKS2XGQW6 \
  | 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: 23d36afe99c17f67406170552d5cd0b7a6076ccb785b4a12707018433c5f32b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c32918151a0def493fdc2d430d3ea326b3a8d21615359e8c9659262e68cf79d",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-24T08:01:22Z",
    "title_canon_sha256": "a446b0e4198e626a1fbe9267839150be5a3b7d7f50984513fd1a38928a90454b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18514",
    "kind": "arxiv",
    "version": 3
  }
}