Pith Number

pith:E7BK6T6X

pith:2024:E7BK6T6XOFYTGINIRJRGKJKYPT

not attested not anchored not stored refs pending

Why Larger Language Models Do In-context Learning Differently?

Junyi Wei, Yingyu Liang, Zhenmei Shi, Zhuoyan Xu

arxiv:2405.19592 v1 · 2024-05-30 · cs.LG · cs.AI · 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{E7BK6T6XOFYTGINIRJRGKJKYPT}

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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

StaICC: Standardized Evaluation for Classification Task in In-context Learning

Receipt and verification

First computed	2026-07-05T08:25:09.664909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27c2af4fd771713321a88a626525587cdb2916eaf9c4a72c1aeb47ac293e4333

Aliases

arxiv: 2405.19592 · arxiv_version: 2405.19592v1 · doi: 10.48550/arxiv.2405.19592 · pith_short_12: E7BK6T6XOFYT · pith_short_16: E7BK6T6XOFYTGINI · pith_short_8: E7BK6T6X

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/E7BK6T6XOFYTGINIRJRGKJKYPT \
  | 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: 27c2af4fd771713321a88a626525587cdb2916eaf9c4a72c1aeb47ac293e4333

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c8d3e92cb320e28e5373049a8e6f51c4ff02ea02cacc716ed14bc4ab5d2c880",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-30T01:11:35Z",
    "title_canon_sha256": "041622b77581b0766cd191921d21cc7bbef8c3c2685bcfae9aa0c68225d4ce59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19592",
    "kind": "arxiv",
    "version": 1
  }
}