Pith Number

pith:7GGXCLG6

pith:2024:7GGXCLG656PNK2ZCQQV5MLHKBS

not attested not anchored not stored refs pending

A Survey on Evaluating Large Language Models in Code Generation Tasks

Hongrui Jia, Jian Wu, Jindong Wang, Liguo Chen, Qi Guo, Qing Gao, Shikun Zhang, Wei Ye, Xin Wang, Yidong Wang, Yijiang Xu, Zhengran Zeng

arxiv:2408.16498 v2 · 2024-08-29 · cs.SE

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\usepackage{pith}
\pithnumber{7GGXCLG656PNK2ZCQQV5MLHKBS}

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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

13 papers in Pith

BIM-Edit: Benchmarking Large Language Models for IFC-Based Building Information Modeling

LLM-Based Code Documentation Generation and Multi-Judge Evaluation

Inferring Code Correctness from Specification

A Study of LLMs' Preferences for Libraries and Programming Languages

Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries

Receipt and verification

First computed	2026-07-05T10:23:55.713345Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f98d712cdeef9ed56b22842bd62cea0cbd75ac82172fca2b7e08d3750db1febb

Aliases

arxiv: 2408.16498 · arxiv_version: 2408.16498v2 · doi: 10.48550/arxiv.2408.16498 · pith_short_12: 7GGXCLG656PN · pith_short_16: 7GGXCLG656PNK2ZC · pith_short_8: 7GGXCLG6

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/7GGXCLG656PNK2ZCQQV5MLHKBS \
  | 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: f98d712cdeef9ed56b22842bd62cea0cbd75ac82172fca2b7e08d3750db1febb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a44c2a5379137a91bf97fe608fe981760a2b8586f1ffa5813a3b55ef4d40b657",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-29T12:56:06Z",
    "title_canon_sha256": "8880bd11746b90e31b024875bd0c182dbd3fbce27a8ede35affcdfbaa85e31c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.16498",
    "kind": "arxiv",
    "version": 2
  }
}