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Pith Number

pith:4PLKDJD5

pith:2024:4PLKDJD5K7MK324PGQMLFNVF4L
not attested not anchored not stored refs pending

Language Model-Driven Data Pruning Enables Efficient Active Learning

Abdul Hameed Azeemi, Agha Ali Raza, Ihsan Ayyub Qazi

arxiv:2410.04275 v1 · 2024-10-05 · cs.LG · cs.CL

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\usepackage{pith}
\pithnumber{4PLKDJD5K7MK324PGQMLFNVF4L}

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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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T09:16:54.210974Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e3d6a1a47d57d8adeb8f3418b2b6a5e2ef76187485f0294a560d7cc39738fa94

Aliases

arxiv: 2410.04275 · arxiv_version: 2410.04275v1 · doi: 10.48550/arxiv.2410.04275 · pith_short_12: 4PLKDJD5K7MK · pith_short_16: 4PLKDJD5K7MK324P · pith_short_8: 4PLKDJD5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4PLKDJD5K7MK324PGQMLFNVF4L \
  | 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: e3d6a1a47d57d8adeb8f3418b2b6a5e2ef76187485f0294a560d7cc39738fa94
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7f35fcc58f34eb8edce77dc67f62244832136d9515f293b1b3cc06db9a102d0e",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-05T19:46:11Z",
    "title_canon_sha256": "74c5e7464677bc71a4f60fb05ccef10e2da5907198656fb2c07d2fdd9b3b49ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04275",
    "kind": "arxiv",
    "version": 1
  }
}