Pith Number

pith:BDF23V2I

pith:2020:BDF23V2IKGEBEXDPML2GRNO7TA

not attested not anchored not stored refs pending

Synthesizer: Rethinking Self-Attention in Transformer Models

Che Zheng, Da-Cheng Juan, Dara Bahri, Donald Metzler, Yi Tay, Zhe Zhao

arxiv:2005.00743 v3 · 2020-05-02 · cs.CL · cs.IR · 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{BDF23V2IKGEBEXDPML2GRNO7TA}

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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

1 paper in Pith

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference

Receipt and verification

First computed	2026-07-05T02:42:25.517278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08cbadd7485188125c6f62f468b5df983ce83e8d8d1437391562fc251817f58d

Aliases

arxiv: 2005.00743 · arxiv_version: 2005.00743v3 · doi: 10.48550/arxiv.2005.00743 · pith_short_12: BDF23V2IKGEB · pith_short_16: BDF23V2IKGEBEXDP · pith_short_8: BDF23V2I

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/BDF23V2IKGEBEXDPML2GRNO7TA \
  | 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: 08cbadd7485188125c6f62f468b5df983ce83e8d8d1437391562fc251817f58d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "182d7139f6f0407c4a133f5f5a1f26eef37aebfecd7667db664ef4ae22eae891",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-05-02T08:16:19Z",
    "title_canon_sha256": "f2da81d49fb63975091913af33fd072210ba8937101c78ccff49a94077b52f2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.00743",
    "kind": "arxiv",
    "version": 3
  }
}