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Pith Number

pith:L7FLC2N3

pith:2022:L7FLC2N3UEHYPTAO54JRRKVMZF
not attested not anchored not stored refs pending

RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences

Hagen Soltau, Izhak Shafran, Laurent El Shafey, Mingqiu Wang

arxiv:2203.03543 v1 · 2022-02-08 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{L7FLC2N3UEHYPTAO54JRRKVMZF}

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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 2026-07-05T04:02:35.364630Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5fcab169bba10f87cc0eef1318aaacc94ffe3e3200990904cb9e88fd5c06e3cf

Aliases

arxiv: 2203.03543 · arxiv_version: 2203.03543v1 · doi: 10.48550/arxiv.2203.03543 · pith_short_12: L7FLC2N3UEHY · pith_short_16: L7FLC2N3UEHYPTAO · pith_short_8: L7FLC2N3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/L7FLC2N3UEHYPTAO54JRRKVMZF \
  | 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: 5fcab169bba10f87cc0eef1318aaacc94ffe3e3200990904cb9e88fd5c06e3cf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d0dd5940caed12daa711ac898987b123eafef6a88fa34556ea64c80498c755aa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-02-08T05:38:20Z",
    "title_canon_sha256": "a7442378446d48e8761ae1f54c6ae4278f0712d138cb663f8e4be046e1e09888"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.03543",
    "kind": "arxiv",
    "version": 1
  }
}