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Pith Number

pith:XKQWDFCO

pith:2025:XKQWDFCOM4NQFPMTRZBVLKQNAX
not attested not anchored not stored refs pending

Large Language Models For Text Classification: Case Study And Comprehensive Review

Arina Kostina, Dimosthenis Stefanidis, George Pallis, Marios D. Dikaiakos

arxiv:2501.08457 v1 · 2025-01-14 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{XKQWDFCOM4NQFPMTRZBVLKQNAX}

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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 2026-07-05T10:01:02.839715Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

baa161944e671b02bd938e4355aa0d05ea9cd2cf52e4a2cf4debfb39a44f68dc

Aliases

arxiv: 2501.08457 · arxiv_version: 2501.08457v1 · doi: 10.48550/arxiv.2501.08457 · pith_short_12: XKQWDFCOM4NQ · pith_short_16: XKQWDFCOM4NQFPMT · pith_short_8: XKQWDFCO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XKQWDFCOM4NQFPMTRZBVLKQNAX \
  | 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: baa161944e671b02bd938e4355aa0d05ea9cd2cf52e4a2cf4debfb39a44f68dc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c01567d832e377f74f3fa9f5a222bb7b3c5ed24fb9c6081684e2ac94f78be17e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-14T22:02:38Z",
    "title_canon_sha256": "fea049af78a99602351bac3d09f7ea260dca8539507ef63612a04762ce357952"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08457",
    "kind": "arxiv",
    "version": 1
  }
}