Pith Number

pith:EMM72R4U

pith:2023:EMM72R4UY7S7M2TLVC5CVL7I7K

not attested not anchored not stored refs pending

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning

Damai Dai, Deli Chen, Fandong Meng, Hao Zhou, Jie Zhou, Lean Wang, Lei Li, Xu Sun

arxiv:2305.14160 v4 · 2023-05-23 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{EMM72R4UY7S7M2TLVC5CVL7I7K}

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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

PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling

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

Receipt and verification

First computed	2026-07-05T07:25:42.000888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2319fd4794c7e5f66a6ba8ba2aafe8fab01a2590f0f0c70ac1808e159e5d7674

Aliases

arxiv: 2305.14160 · arxiv_version: 2305.14160v4 · doi: 10.48550/arxiv.2305.14160 · pith_short_12: EMM72R4UY7S7 · pith_short_16: EMM72R4UY7S7M2TL · pith_short_8: EMM72R4U

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/EMM72R4UY7S7M2TLVC5CVL7I7K \
  | 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: 2319fd4794c7e5f66a6ba8ba2aafe8fab01a2590f0f0c70ac1808e159e5d7674

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e90a3a2a2a348738492094a5818c04dd257ea8c8ac12251a0274a379b733efa9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-23T15:26:20Z",
    "title_canon_sha256": "2047592355e6d849ef6b03d2d8c4178fb9f5fb32cc222c6fd8e7647cf4547209"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14160",
    "kind": "arxiv",
    "version": 4
  }
}