Pith Number

pith:TPTOYNHD

pith:2024:TPTOYNHDRI5WNUW4EQWJ7YGGN7

not attested not anchored not stored refs pending

Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Jiacheng Ye, Jiahui Gao, Lingpeng Kong, Lin Zheng, Shansan Gong, Xin Jiang, Zhenguo Li

arxiv:2410.14157 v3 · 2024-10-18 · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TPTOYNHDRI5WNUW4EQWJ7YGGN7}

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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

18 papers in Pith

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

PearlVLA: Progressive Embodied Action-Plan Refinement in Latent Space

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

Where to Place the Query? Unveiling and Mitigating Positional Bias in In-Context Learning for Diffusion LLMs via Decoding Dynamics

Looped Diffusion Language Models

Receipt and verification

First computed	2026-07-05T10:15:46.554189Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9be6ec34e38a3b66d2dc242c9fe0c66ff530ab5ce5926aa69e2889bb370a6ca8

Aliases

arxiv: 2410.14157 · arxiv_version: 2410.14157v3 · doi: 10.48550/arxiv.2410.14157 · pith_short_12: TPTOYNHDRI5W · pith_short_16: TPTOYNHDRI5WNUW4 · pith_short_8: TPTOYNHD

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/TPTOYNHDRI5WNUW4EQWJ7YGGN7 \
  | 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: 9be6ec34e38a3b66d2dc242c9fe0c66ff530ab5ce5926aa69e2889bb370a6ca8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d88c3a4c87cde8668ee4f35fffc52bd5c6bc4fbbb2bb09bedea4a9042568eeee",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-18T03:48:53Z",
    "title_canon_sha256": "0582ae514146e3710df3c493e93776fe95243acbbbb64040c6407759e9168591"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14157",
    "kind": "arxiv",
    "version": 3
  }
}