Pith Number

pith:QRZVECMP

pith:2025:QRZVECMPSOKANJJI2LRG7AL3BC

not attested not anchored not stored refs pending

On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation

Chau Nguyen, Daniel Sonntag, Duy M. H. Nguyen, Huy Nguyen, Mathias Niepert, Minh Le, Nghiem T. Diep, Nhat Ho

arxiv:2502.03029 v3 · 2025-02-05 · 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{QRZVECMPSOKANJJI2LRG7AL3BC}

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

Convergence Rates for Latent Mixing Measures in Infinite Homoscedastic Location-Scale Mixture Models

Receipt and verification

First computed	2026-07-05T11:23:23.095082Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

847352098f939406a528d2e26f817b0893d9e58feba2979edc7efa1e18049d9f

Aliases

arxiv: 2502.03029 · arxiv_version: 2502.03029v3 · doi: 10.48550/arxiv.2502.03029 · pith_short_12: QRZVECMPSOKA · pith_short_16: QRZVECMPSOKANJJI · pith_short_8: QRZVECMP

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/QRZVECMPSOKANJJI2LRG7AL3BC \
  | 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: 847352098f939406a528d2e26f817b0893d9e58feba2979edc7efa1e18049d9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14de0cd5b16221fecbf79843c8a5464aeacd17ea7bcc8408ee094eb1e8274801",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T09:31:27Z",
    "title_canon_sha256": "f24f663a01ced2bf48f6caa8e14a9b7c582c9ecf8317b1d9e34d4858447e9794"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03029",
    "kind": "arxiv",
    "version": 3
  }
}