Pith Number

pith:TMGAYAUU

pith:2024:TMGAYAUUIXM7HQ6FSW5SJD7QRO

not attested not anchored not stored refs pending

Uncertainty Quantification for In-Context Learning of Large Language Models

Chen Ling, Guangji Bai, Haifeng Chen, Jie Ji, Katsushi Matsuda, Liang Zhao, Mika Oishi, Takao Osaki, Wei Cheng, Xuchao Zhang, Xujiang Zhao, Yanchi Liu, Yiyou Sun

arxiv:2402.10189 v2 · 2024-02-15 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TMGAYAUUIXM7HQ6FSW5SJD7QRO}

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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

3 papers in Pith

Quantized Reasoning Models Think They Need to Think Longer, but They Do Not

TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning

Textual Bayes: Quantifying Prompt Uncertainty in LLM-Based Systems

Receipt and verification

First computed	2026-07-05T08:02:04.972064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b0c0c029445d9f3c3c595bb248ff08b8d98c3d35ac511d64c3f99a7a3f52176

Aliases

arxiv: 2402.10189 · arxiv_version: 2402.10189v2 · doi: 10.48550/arxiv.2402.10189 · pith_short_12: TMGAYAUUIXM7 · pith_short_16: TMGAYAUUIXM7HQ6F · pith_short_8: TMGAYAUU

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/TMGAYAUUIXM7HQ6FSW5SJD7QRO \
  | 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: 9b0c0c029445d9f3c3c595bb248ff08b8d98c3d35ac511d64c3f99a7a3f52176

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afd13ee5cfc1aedf9ce3a9187da28d55ccdcaee98214fe8798b0aa2a56a3cde6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-15T18:46:24Z",
    "title_canon_sha256": "45e9b5c3ee7af1dd0356b25174b38056e1e56c228c71f08f713fc240fdf7db84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10189",
    "kind": "arxiv",
    "version": 2
  }
}