Pith Number

pith:BF353SZE

pith:2022:BF353SZEXG6UFK5LJIKCJ3F24U

not attested not anchored not stored refs pending

In-context Learning Distillation: Transferring Few-shot Learning Ability of Pre-trained Language Models

Kathleen McKeown, Yanda Chen, Yukun Huang, Zhou Yu

arxiv:2212.10670 v1 · 2022-12-20 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{BF353SZEXG6UFK5LJIKCJ3F24U}

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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

7 papers in Pith

Self-Supervised On-Policy Distillation for Reasoning Language Models

A Survey on Knowledge Distillation of Large Language Models

A Survey on Efficient Inference for Large Language Models

XPERT: Expert Knowledge Transfer for Effective Training of Language Models

Chain-based Distillation for Effective Initialization of Variable-Sized Small Language Models

Receipt and verification

First computed	2026-07-05T05:27:10.567690Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0977ddcb24b9bd42abab4a1424ecbae530ea1abae6470bd9ac5e16554ca648e4

Aliases

arxiv: 2212.10670 · arxiv_version: 2212.10670v1 · doi: 10.48550/arxiv.2212.10670 · pith_short_12: BF353SZEXG6U · pith_short_16: BF353SZEXG6UFK5L · pith_short_8: BF353SZE

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/BF353SZEXG6UFK5LJIKCJ3F24U \
  | 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: 0977ddcb24b9bd42abab4a1424ecbae530ea1abae6470bd9ac5e16554ca648e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b56818ccca164faf459ad358cf43385388f6dbe1e0504e71a70dce8fc5d957c3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-20T22:11:35Z",
    "title_canon_sha256": "2f6bf1ab91c8622f607312e83707f42e791ad2efb77b2565445bd0dc020d0d0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10670",
    "kind": "arxiv",
    "version": 1
  }
}