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Pith Number

pith:V6LRK23Y

pith:2018:V6LRK23Y7JTIN3YYQ7FKKM47EF
not attested not anchored not stored refs pending

Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling

Chengqi Zhang, Guodong Long, Jing Jiang, Sen Wang, Tao Shen, Tianyi Zhou

arxiv:1801.10296 v2 · 2018-01-31 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{V6LRK23Y7JTIN3YYQ7FKKM47EF}

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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.
Receipt and verification
First computed 2026-05-18T00:11:28.082664Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

af97156b78fa6686ef1887caa5339f2144501abbad7820346c4dac1076b38b00

Aliases

arxiv: 1801.10296 · arxiv_version: 1801.10296v2 · doi: 10.48550/arxiv.1801.10296 · pith_short_12: V6LRK23Y7JTI · pith_short_16: V6LRK23Y7JTIN3YY · pith_short_8: V6LRK23Y
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V6LRK23Y7JTIN3YYQ7FKKM47EF \
  | 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: af97156b78fa6686ef1887caa5339f2144501abbad7820346c4dac1076b38b00
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bc5da25512e650a42ec23c3f017a75e4694fa03f6df3c183260d970b505d18e0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-01-31T04:30:32Z",
    "title_canon_sha256": "422af884f0cc437c4d37cbda353fac2ec4bff92696bde1f6940e18e2c056ed03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.10296",
    "kind": "arxiv",
    "version": 2
  }
}