Pith Number

pith:SXYCEOSM

pith:2025:SXYCEOSMI4U5ML5TUYLL66EELQ

not attested not anchored not stored refs pending

Large Language Models for Imbalanced Classification: Diversity makes the difference

Alexis Whitton, Dang Nguyen, Kien Do, Sunil Gupta, Svetha Venkatesh, Taylor Braund, Thin Nguyen

arxiv:2510.09783 v2 · 2025-10-10 · cs.LG · cs.AI · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SXYCEOSMI4U5ML5TUYLL66EELQ}

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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

Retrieval Augmented Classification for Confidential Documents

Receipt and verification

First computed	2026-06-09T02:07:10.947286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95f0223a4c4729d62fb3a616bf78845c21e8e4068aac9e5d4892c795b1df1817

Aliases

arxiv: 2510.09783 · arxiv_version: 2510.09783v2 · doi: 10.48550/arxiv.2510.09783 · pith_short_12: SXYCEOSMI4U5 · pith_short_16: SXYCEOSMI4U5ML5T · pith_short_8: SXYCEOSM

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/SXYCEOSMI4U5ML5TUYLL66EELQ \
  | 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: 95f0223a4c4729d62fb3a616bf78845c21e8e4068aac9e5d4892c795b1df1817

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d2dfdfb2b151afe622eda6cbbdc76f4f84881b923c327c2224c4e55d87d90bf",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-10T18:45:29Z",
    "title_canon_sha256": "9c679121228dc7faf83f4355646e33a00f50abc9334495e735c6412fc882183b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.09783",
    "kind": "arxiv",
    "version": 2
  }
}