Pith Number

pith:F7JEGJPK

pith:2024:F7JEGJPKJ5JILUXLOACJWG72VI

not attested not anchored not stored refs pending

Bayesian Example Selection Improves In-Context Learning for Speech, Text, and Visual Modalities

Chao-Han Huck Yang, Chao Zhang, Ji Wu, Siyin Wang

arxiv:2404.14716 v2 · 2024-04-23 · cs.CL · cs.AI · cs.CV · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F7JEGJPKJ5JILUXLOACJWG72VI}

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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

BayesAdapter: enhanced uncertainty estimation in CLIP few-shot adaptation

Receipt and verification

First computed	2026-07-05T08:32:39.751401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fd24325ea4f5285d2eb70049b1bfaaa2fe535c6cb7b65566f808d1a4f5ae6d3

Aliases

arxiv: 2404.14716 · arxiv_version: 2404.14716v2 · doi: 10.48550/arxiv.2404.14716 · pith_short_12: F7JEGJPKJ5JI · pith_short_16: F7JEGJPKJ5JILUXL · pith_short_8: F7JEGJPK

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/F7JEGJPKJ5JILUXLOACJWG72VI \
  | 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: 2fd24325ea4f5285d2eb70049b1bfaaa2fe535c6cb7b65566f808d1a4f5ae6d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de8d698a72244bb6d2aade3f8b3c3662b39e1c419726a95eac7401c3609ba5ca",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-23T03:42:48Z",
    "title_canon_sha256": "9aad0a64c6e1a81723c48ce2da894a212d8030fe727a37ec9034aa528cdbcef4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.14716",
    "kind": "arxiv",
    "version": 2
  }
}