pith. sign in
Pith Number

pith:ZB6647DY

pith:2021:ZB6647DYUHKLYYLDH654UYTTIJ
not attested not anchored not stored refs pending

Active learning for reducing labeling effort in text classification tasks

Gideon Maillette de Buy Wenniger, Lambert Schomaker, Marco Wiering, Pieter Floris Jacobs

arxiv:2109.04847 v2 · 2021-09-10 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZB6647DYUHKLYYLDH654UYTTIJ}

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.
Receipt and verification
First computed 2026-07-05T03:29:03.381362Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c87dee7c78a1d4bc61633fbbca6273427051b7057d35d240b1239f669f277342

Aliases

arxiv: 2109.04847 · arxiv_version: 2109.04847v2 · doi: 10.48550/arxiv.2109.04847 · pith_short_12: ZB6647DYUHKL · pith_short_16: ZB6647DYUHKLYYLD · pith_short_8: ZB6647DY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZB6647DYUHKLYYLDH654UYTTIJ \
  | 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: c87dee7c78a1d4bc61633fbbca6273427051b7057d35d240b1239f669f277342
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7191afa6956397e09403ac7119e465466f1a53cff015576f26118f185025600b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-09-10T13:00:36Z",
    "title_canon_sha256": "2ce2114e7a21d74e16a301cfe728de62369f3155041bf2905dd2b0d03e8ce9a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.04847",
    "kind": "arxiv",
    "version": 2
  }
}