Pith Number

pith:D2LJQVO2

pith:2023:D2LJQVO2J7S2A7DNWCVEPQM6MT

not attested not anchored not stored refs pending

Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning

Dezun Dong, Ge Li, Haotian Wang, Mingyang Geng, Shangwen Wang, Xiangke Liao, Xiaoguang Mao, Zhi Jin

arxiv:2304.11384 v3 · 2023-04-22 · cs.SE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D2LJQVO2J7S2A7DNWCVEPQM6MT}

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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

TransAgent: Enhancing LLM-Based Code Translation via Fine-Grained Execution Alignment

Receipt and verification

First computed	2026-07-05T06:20:43.243763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e969855da4fe5a07c6db0aa47c19e64f2dd1fc64ee2344e8db15f229ab65568

Aliases

arxiv: 2304.11384 · arxiv_version: 2304.11384v3 · doi: 10.48550/arxiv.2304.11384 · pith_short_12: D2LJQVO2J7S2 · pith_short_16: D2LJQVO2J7S2A7DN · pith_short_8: D2LJQVO2

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/D2LJQVO2J7S2A7DNWCVEPQM6MT \
  | 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: 1e969855da4fe5a07c6db0aa47c19e64f2dd1fc64ee2344e8db15f229ab65568

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5fbcf5b11574df351d4d793e0ae86a51b0eaa2b724247011aa50133ded084c82",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-04-22T12:26:24Z",
    "title_canon_sha256": "1fd6859061a74c47993f56d53ab65dbb1c69438e880f797dffc85542c7a4d7e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.11384",
    "kind": "arxiv",
    "version": 3
  }
}