Pith Number

pith:4ZDYVDIJ

pith:2024:4ZDYVDIJPFWLTIMK3D5NH55YGD

not attested not anchored not stored refs pending

Can In-context Learning Really Generalize to Out-of-distribution Tasks?

Qixun Wang, Xianghua Ying, Yifei Wang, Yisen Wang

arxiv:2410.09695 v3 · 2024-10-13 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ZDYVDIJPFWLTIMK3D5NH55YGD}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Receipt and verification

First computed	2026-07-05T09:44:15.505582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6478a8d09796cb9a18ad8fad3f7b830dcd355a70d9166b7dca143cf19236998

Aliases

arxiv: 2410.09695 · arxiv_version: 2410.09695v3 · doi: 10.48550/arxiv.2410.09695 · pith_short_12: 4ZDYVDIJPFWL · pith_short_16: 4ZDYVDIJPFWLTIMK · pith_short_8: 4ZDYVDIJ

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/4ZDYVDIJPFWLTIMK3D5NH55YGD \
  | 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: e6478a8d09796cb9a18ad8fad3f7b830dcd355a70d9166b7dca143cf19236998

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7be86d4403d21d9cd31e777e6e586b0a71919a7d7f354ca1f44333d9be6fe1be",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-13T02:10:26Z",
    "title_canon_sha256": "104d78cd004b1044c92400f04e45b5f0b0a3a055a1be1a6da0bc0d52d41020c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09695",
    "kind": "arxiv",
    "version": 3
  }
}