Pith Number

pith:AQZS23NL

pith:2023:AQZS23NLEL55YGS3G35QRY6U7F

not attested not anchored not stored refs pending

What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning

Danqi Chen, Howard Chen, Jane Pan, Tianyu Gao

arxiv:2305.09731 v1 · 2023-05-16 · 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{AQZS23NLEL55YGS3G35QRY6U7F}

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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

2 papers in Pith

When Context Sticks: Studying Interference in In-Context Learning

Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks

Receipt and verification

First computed	2026-07-05T06:10:53.245503Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04332d6dab22fbdc1a5b36fb08e3d4f954f88f0acb95f7da1e1bf0ed51f6b5cf

Aliases

arxiv: 2305.09731 · arxiv_version: 2305.09731v1 · doi: 10.48550/arxiv.2305.09731 · pith_short_12: AQZS23NLEL55 · pith_short_16: AQZS23NLEL55YGS3 · pith_short_8: AQZS23NL

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/AQZS23NLEL55YGS3G35QRY6U7F \
  | 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: 04332d6dab22fbdc1a5b36fb08e3d4f954f88f0acb95f7da1e1bf0ed51f6b5cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6423eae6f86e8a997c3e21f9f810dfff66523d87f6bfef4c8ad095d3f8a2301b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-16T18:05:19Z",
    "title_canon_sha256": "45c2c569126a66a4095a5ddcd35a68dc25ca94e589a55ef6de83a1443c28b6d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.09731",
    "kind": "arxiv",
    "version": 1
  }
}