Pith Number

pith:OYYEZEIG

pith:2018:OYYEZEIGAVTZLMU6T6HASTKYG5

not attested not anchored not stored refs pending

Multi-Head Attention with Disagreement Regularization

Baosong Yang, Jian Li, Michael R. Lyu, Tong Zhang, Zhaopeng Tu

arxiv:1810.10183 v1 · 2018-10-24 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OYYEZEIGAVTZLMU6T6HASTKYG5}

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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

DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks

Receipt and verification

First computed	2026-05-18T00:02:23.983251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76304c9106056795b29e9f8e094d58374603b75bf585d20865c8fdde8c8c0d6f

Aliases

arxiv: 1810.10183 · arxiv_version: 1810.10183v1 · doi: 10.48550/arxiv.1810.10183 · pith_short_12: OYYEZEIGAVTZ · pith_short_16: OYYEZEIGAVTZLMU6 · pith_short_8: OYYEZEIG

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/OYYEZEIGAVTZLMU6T6HASTKYG5 \
  | 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: 76304c9106056795b29e9f8e094d58374603b75bf585d20865c8fdde8c8c0d6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12f5fd9e93b54b1ed37a9d49ec1896836e9ed4ac1c30193f33c26938ef835b5e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-10-24T04:08:27Z",
    "title_canon_sha256": "f5f50cdac5bc8af6ea85c6014422eb6dacf1bf8a5c68cbd127356239c971ef12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.10183",
    "kind": "arxiv",
    "version": 1
  }
}