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Pith Number

pith:7ZOZJKOF

pith:2023:7ZOZJKOFHYR7VZY6I3UGRN3MYD
not attested not anchored not stored refs pending

Efficient Monotonic Multihead Attention

Anna Sun, Hirofumi Inaguma, Paden Tomasello, Siqi Ouyang, Xutai Ma

arxiv:2312.04515 v1 · 2023-12-07 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7ZOZJKOFHYR7VZY6I3UGRN3MYD}

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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

Receipt and verification
First computed 2026-07-05T07:21:35.437105Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fe5d94a9c53e23fae71e46e868b76cc0c1eafd98dc137b47b88cef421a8b0a13

Aliases

arxiv: 2312.04515 · arxiv_version: 2312.04515v1 · doi: 10.48550/arxiv.2312.04515 · pith_short_12: 7ZOZJKOFHYR7 · pith_short_16: 7ZOZJKOFHYR7VZY6 · pith_short_8: 7ZOZJKOF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7ZOZJKOFHYR7VZY6I3UGRN3MYD \
  | 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: fe5d94a9c53e23fae71e46e868b76cc0c1eafd98dc137b47b88cef421a8b0a13
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ed5c6b716b695a7a35e5d19eb53d603f71ef8f430cd1da1b4f655335ebc31a6e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-07T18:34:57Z",
    "title_canon_sha256": "17703f458be374bdc83272c34095b1a3babe0c9cad46aed49525c69342f71775"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.04515",
    "kind": "arxiv",
    "version": 1
  }
}