Pith Number

pith:KYQNWJGU

pith:2023:KYQNWJGU3KLQHDMOGNNVQJE5DK

not attested not anchored not stored refs pending

Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models

Carlos Aguirre, Isabel Cachola, Kuleen Sasse, Mark Dredze

arxiv:2311.08472 v1 · 2023-11-14 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KYQNWJGU3KLQHDMOGNNVQJE5DK}

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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

Few-Shot Optimization for Sensor Data Using Large Language Models: A Case Study on Fatigue Detection

Receipt and verification

First computed	2026-07-05T07:12:57.582584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5620db24d4da97038d8e335b58249d1a90aab62b8fad9b1e14d737958983a62c

Aliases

arxiv: 2311.08472 · arxiv_version: 2311.08472v1 · doi: 10.48550/arxiv.2311.08472 · pith_short_12: KYQNWJGU3KLQ · pith_short_16: KYQNWJGU3KLQHDMO · pith_short_8: KYQNWJGU

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/KYQNWJGU3KLQHDMOGNNVQJE5DK \
  | 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: 5620db24d4da97038d8e335b58249d1a90aab62b8fad9b1e14d737958983a62c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91062c37860402b50615625635902dc5033ed193b50c198cee797609d705c64f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-14T19:02:03Z",
    "title_canon_sha256": "8d0755cf847a3b01320fdef001baaa6cb45705471b566d081e030cfc52b91292"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08472",
    "kind": "arxiv",
    "version": 1
  }
}