Pith. sign in
Pith Number

pith:5FPPGDQ3

pith:2019:5FPPGDQ3HZTHZCZX3UDSFYFLFG
not attested not anchored not stored refs pending

Monotonic Multihead Attention

James Cross, Jiatao Gu, Juan Pino, Liezl Puzon, Xutai Ma

arxiv:1909.12406 v1 · 2019-09-26 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5FPPGDQ3HZTHZCZX3UDSFYFLFG}

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

2 papers in Pith

Receipt and verification
First computed 2026-07-05T00:07:39.333463Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e95ef30e1b3e667c8b37dd0722e0ab29b74a5f303b76b76b7ef20721ce00ca24

Aliases

arxiv: 1909.12406 · arxiv_version: 1909.12406v1 · doi: 10.48550/arxiv.1909.12406 · pith_short_12: 5FPPGDQ3HZTH · pith_short_16: 5FPPGDQ3HZTHZCZX · pith_short_8: 5FPPGDQ3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5FPPGDQ3HZTHZCZX3UDSFYFLFG \
  | 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: e95ef30e1b3e667c8b37dd0722e0ab29b74a5f303b76b76b7ef20721ce00ca24
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "59c8d918f6a0b7de631cab7d7bd3cb06cb8f8ef5141ebc7e2a1673c11e1cee59",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-09-26T21:32:50Z",
    "title_canon_sha256": "eb488300593bb6a0a22be9a29a0d77964b957ca2f859f318361b9ba1a3771766"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.12406",
    "kind": "arxiv",
    "version": 1
  }
}