Pith Number

pith:XKSBDUDN

pith:2024:XKSBDUDNJN2VPLGXCOWLNA44GO

not attested not anchored not stored refs pending

Does Self-Attention Need Separate Weights in Transformers?

Chun-Nam Yu, Md Kowsher, Niloofar Yousefi, Nusrat Jahan Prottasha, Ozlem Ozmen Garibay

arxiv:2412.00359 v2 · 2024-11-30 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XKSBDUDNJN2VPLGXCOWLNA44GO}

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.

Receipt and verification

First computed	2026-07-05T10:57:30.096248Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

baa411d06d4b7557acd713acb6839c33a9afd1b90b65cdc47c9fbd5a544479d1

Aliases

arxiv: 2412.00359 · arxiv_version: 2412.00359v2 · doi: 10.48550/arxiv.2412.00359 · pith_short_12: XKSBDUDNJN2V · pith_short_16: XKSBDUDNJN2VPLGX · pith_short_8: XKSBDUDN

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/XKSBDUDNJN2VPLGXCOWLNA44GO \
  | 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: baa411d06d4b7557acd713acb6839c33a9afd1b90b65cdc47c9fbd5a544479d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdb9c8c94d4179282a277c5721e662bfdb8b247b04a7b78d52f75afc1748ed3a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-30T04:46:20Z",
    "title_canon_sha256": "4d674b486c8de326ed754f13d481cd9bf46f40dc53dd897c811d87cf2e04e7e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00359",
    "kind": "arxiv",
    "version": 2
  }
}