Pith Number

pith:FZ3E5CLX

pith:2023:FZ3E5CLXFDQLNOEOBLGOR3Q4AI

not attested not anchored not stored refs pending

A Reparameterized Discrete Diffusion Model for Text Generation

Jianbo Yuan, Lei Yu, Lingpeng Kong, Lin Zheng

arxiv:2302.05737 v3 · 2023-02-11 · 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{FZ3E5CLXFDQLNOEOBLGOR3Q4AI}

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

20 papers in Pith

What Does a Discrete Diffusion Model Learn?

Posterior Refinement: Fast Language Generation via Any-Order Flow Maps

When to Plan, When to Polish: Noise Level as a Granularity Axis for Diffusion Language Models

Diffusion Language Model Parallel Decoding via Product-of-Experts Bridge

Accelerating Discrete Diffusion Models with Parallel-In-Time Sampling

Receipt and verification

First computed	2026-07-05T08:51:09.993075Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e764e897728e0b6b88e0acce8ee1c023c6f5edcbede6523e99fe879ab1b4a91

Aliases

arxiv: 2302.05737 · arxiv_version: 2302.05737v3 · doi: 10.48550/arxiv.2302.05737 · pith_short_12: FZ3E5CLXFDQL · pith_short_16: FZ3E5CLXFDQLNOEO · pith_short_8: FZ3E5CLX

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/FZ3E5CLXFDQLNOEOBLGOR3Q4AI \
  | 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: 2e764e897728e0b6b88e0acce8ee1c023c6f5edcbede6523e99fe879ab1b4a91

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06bf9eecf60e8ef4701cfc27f54dc9016a49ae44d4e378789f58680921c186bb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-11T16:26:57Z",
    "title_canon_sha256": "9328801d34280cb8bd4e7758b45adcb7ce27a2079dfad7088bb88051c5b950d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.05737",
    "kind": "arxiv",
    "version": 3
  }
}