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Pith Number

pith:GRCN7GO7

pith:2019:GRCN7GO7TNT777CNNJQ7BZRG3Y
not attested not anchored not stored refs pending

Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT

Christopher Zou, Jordyn Blakey, Matthew Tang, Md Ahsanul Kabir, Priyanka Gandhi, Xiao Luo

arxiv:1910.05786 v2 · 2019-10-13 · cs.CL

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\usepackage{pith}
\pithnumber{GRCN7GO7TNT777CNNJQ7BZRG3Y}

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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 2026-07-05T00:14:34.236705Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3444df99df9b67fffc4d6a61f0e626de08f783b899cf0a1d89d22bfbfae263b2

Aliases

arxiv: 1910.05786 · arxiv_version: 1910.05786v2 · doi: 10.48550/arxiv.1910.05786 · pith_short_12: GRCN7GO7TNT7 · pith_short_16: GRCN7GO7TNT777CN · pith_short_8: GRCN7GO7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GRCN7GO7TNT777CNNJQ7BZRG3Y \
  | 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: 3444df99df9b67fffc4d6a61f0e626de08f783b899cf0a1d89d22bfbfae263b2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7a5fbace735fc2799f1f8fbc679214cf0630bb4631765fe58b9ce4e628e3b8d2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-10-13T16:54:21Z",
    "title_canon_sha256": "be4eda7334a5d23f6a6f980bef4f58c3abb29c7b2da4cabb8ebe44ed50b841c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.05786",
    "kind": "arxiv",
    "version": 2
  }
}