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Pith Number

pith:RCUGFZAJ

pith:2019:RCUGFZAJRL6E22FWT2CVPUSOGE
not attested not anchored not stored refs pending

The Use of Unlabeled Data versus Labeled Data for Stopping Active Learning for Text Classification

Ethan Kochis, Garrett Beatty, Michael Bloodgood

arxiv:1901.09126 v2 · 2019-01-26 · cs.LG · cs.CL · cs.IR · stat.ML

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\usepackage{pith}
\pithnumber{RCUGFZAJRL6E22FWT2CVPUSOGE}

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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 2026-05-17T23:47:58.331525Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

88a862e4098afc4d68b69e8557d24e3100c02a3fa559ed4dfb8958055f077c29

Aliases

arxiv: 1901.09126 · arxiv_version: 1901.09126v2 · doi: 10.48550/arxiv.1901.09126 · pith_short_12: RCUGFZAJRL6E · pith_short_16: RCUGFZAJRL6E22FW · pith_short_8: RCUGFZAJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RCUGFZAJRL6E22FWT2CVPUSOGE \
  | 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: 88a862e4098afc4d68b69e8557d24e3100c02a3fa559ed4dfb8958055f077c29
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "72b77c66c9953e2fe983fd841194538454598c1378a9684b81cbc9c4f04b988f",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.IR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-26T00:27:02Z",
    "title_canon_sha256": "52fe39029c0371d938ad3bea0772dc47a7e8fc3b5a2748654c8ec6c6db8eca9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.09126",
    "kind": "arxiv",
    "version": 2
  }
}