Pith Number

pith:5P62PVJ5

pith:2023:5P62PVJ5RNFFEOBZA6GXBIF4LG

not attested not anchored not stored refs pending

Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning

Jiasheng Ye, Lihua Qian, Quanquan Gu, Yu Bao, Zaixiang Zheng

arxiv:2308.12219 v3 · 2023-08-23 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{5P62PVJ5RNFFEOBZA6GXBIF4LG}

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Record completeness

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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

15 papers in Pith

Understanding Parallel Samplers in Masked Diffusion via Random Walks on Graphs

A Theoretical Analysis of Memory and Overfitting Phenomena in Stochastic Interpolation Models

Towards A Generative Protein Evolution Machine with DPLM-Evo

Diffusion and Flow Matching Models for Tabular Data: A Survey

Scaling Diffusion Language Models via Adaptation from Autoregressive Models

Receipt and verification

First computed	2026-07-05T10:18:32.592518Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebfda7d53d8b4a523839078d70a0bc5984335c7ef6d4cf13fec9be80fb9c61c5

Aliases

arxiv: 2308.12219 · arxiv_version: 2308.12219v3 · doi: 10.48550/arxiv.2308.12219 · pith_short_12: 5P62PVJ5RNFF · pith_short_16: 5P62PVJ5RNFFEOBZ · pith_short_8: 5P62PVJ5

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/5P62PVJ5RNFFEOBZA6GXBIF4LG \
  | 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: ebfda7d53d8b4a523839078d70a0bc5984335c7ef6d4cf13fec9be80fb9c61c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37c0dbc6cbdea8a1385b5a3570b54427d24f8c0a85f4cc8363e7d9349bd68dc2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-23T16:01:12Z",
    "title_canon_sha256": "8730dac2510c8eae1a4a8f9a2bf3e91065daf6c3b9d1f38ae143141e68cd5c61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12219",
    "kind": "arxiv",
    "version": 3
  }
}