Pith Number

pith:24N2IJF6

pith:2026:24N2IJF6AHURMBX33MFFCBX5QJ

not attested not anchored not stored refs pending

Gumbel Distillation for Parallel Text Generation

Bo Liu, Chi Zhang, Qiang Liu, Xixi Hu

arxiv:2603.22216 v2 · 2026-03-23 · 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{24N2IJF6AHURMBX33MFFCBX5QJ}

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

NAVIRA: Decoupled Stochastic Remasking for Masked Diffusion Language Models

Receipt and verification

First computed	2026-07-24T01:24:09.975995Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d71ba424be01e91606fbdb0a5106fd82704af6a739cd71a646f293a729911e7b

Aliases

arxiv: 2603.22216 · arxiv_version: 2603.22216v2 · doi: 10.48550/arxiv.2603.22216 · pith_short_12: 24N2IJF6AHUR · pith_short_16: 24N2IJF6AHURMBX3 · pith_short_8: 24N2IJF6

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/24N2IJF6AHURMBX33MFFCBX5QJ \
  | 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: d71ba424be01e91606fbdb0a5106fd82704af6a739cd71a646f293a729911e7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "276336514da028ff2805fc1605b0c2e908328d4f51269a6439b9ba777cca1997",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-03-23T17:13:22Z",
    "title_canon_sha256": "8a952f58ce043a36f795c3bc05fdd7dd2928978776fbb32a698669cf187a0cd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.22216",
    "kind": "arxiv",
    "version": 2
  }
}