Pith Number

pith:GAQB47LG

pith:2024:GAQB47LGMEUWTRVCU2H5HVNOQ6

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Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models

Da Song, Lei Ma, Shengmai Chen, Tianyi Zhang, Yuheng Huang, Zhijie Wang, Zijie Zhou

arxiv:2406.08731 v3 · 2024-06-13 · cs.SE

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\usepackage{pith}
\pithnumber{GAQB47LGMEUWTRVCU2H5HVNOQ6}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

5 papers in Pith

Task Abstention for Large Language Models in Code Generation

A survey of generative AI adoption and perceived productivity among scientists who program

FVRuleLearner: Operator-Level Reasoning Tree (Op-Tree)-Based Rules Learning for Formal Verification

Budget-Efficient Automatic Algorithm Design via Code Graph

ARIADNE: Agentic Reward-Informed Adaptive Decision Exploration via Blackboard-Driven MCTS for Competitive Program Generation

Receipt and verification

First computed	2026-07-05T10:13:26.506271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30201e7d66612969c6a2a68fd3d5ae878e62443450266aa6ccd39b8c194f75b7

Aliases

arxiv: 2406.08731 · arxiv_version: 2406.08731v3 · doi: 10.48550/arxiv.2406.08731 · pith_short_12: GAQB47LGMEUW · pith_short_16: GAQB47LGMEUWTRVC · pith_short_8: GAQB47LG

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/GAQB47LGMEUWTRVCU2H5HVNOQ6 \
  | 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: 30201e7d66612969c6a2a68fd3d5ae878e62443450266aa6ccd39b8c194f75b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10aa667ba08332087176fce4e02e927886d144cec79ae7dc1dc0cf812916580b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-06-13T01:29:52Z",
    "title_canon_sha256": "b8fe662eb2b74bdc21916e4c544248101599a296f83de1a1329300114f71301b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08731",
    "kind": "arxiv",
    "version": 3
  }
}