Pith Number

pith:4QNFOKRO

pith:2024:4QNFOKROKBB3MYKEXVO2CEMHJC

not attested not anchored not stored refs pending

Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning

Chenqi Kong, Chris Xing Tian, Haoliang Li, Hao Sun, Hui Liu, Wenya Wang, Xin Dong

arxiv:2406.11890 v2 · 2024-06-14 · cs.LG · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4QNFOKROKBB3MYKEXVO2CEMHJC}

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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

STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment

Receipt and verification

First computed	2026-07-05T09:20:44.408972Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e41a572a2e5043b66144bd5da1118748a8f0aff9d3bc5af9ec029b42f59de103

Aliases

arxiv: 2406.11890 · arxiv_version: 2406.11890v2 · doi: 10.48550/arxiv.2406.11890 · pith_short_12: 4QNFOKROKBB3 · pith_short_16: 4QNFOKROKBB3MYKE · pith_short_8: 4QNFOKRO

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/4QNFOKROKBB3MYKEXVO2CEMHJC \
  | 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: e41a572a2e5043b66144bd5da1118748a8f0aff9d3bc5af9ec029b42f59de103

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8b9ba12231ee7b3fa0bc0b059c535a74dc48a60051d7164836389274e1e146d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-14T03:34:02Z",
    "title_canon_sha256": "33f9063ea161025369e0e5fb1e606083a8a4a0b1d3ae54c09143d57cc2b8b815"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11890",
    "kind": "arxiv",
    "version": 2
  }
}