Pith Number

pith:5LL2BD22

pith:2022:5LL2BD22YNRWGYQWNP4DLIHRQI

not attested not anchored not stored refs pending

ReCode: Robustness Evaluation of Code Generation Models

Baishakhi Ray, Bing Xiang, Chenghao Yang, Dan Roth, Haifeng Qian, Mingyue Shang, Murali Krishna Ramanathan, Parminder Bhatia, Ramesh Nallapati, Samson Tan, Shiqi Wang, Varun Kumar, Zheng Li, Zijian Wang

arxiv:2212.10264 v1 · 2022-12-20 · cs.LG · cs.CL · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5LL2BD22YNRWGYQWNP4DLIHRQI}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

5 papers in Pith

SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades

A Survey on Large Language Models for Code Generation

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

Structural Anchors and Reasoning Fragility:Understanding CoT Robustness in LLM4Code

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Receipt and verification

First computed	2026-07-05T05:27:05.779949Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ead7a08f5ac3636362166bf835a0f1820c3fdee894f952619a2db662deaa1926

Aliases

arxiv: 2212.10264 · arxiv_version: 2212.10264v1 · doi: 10.48550/arxiv.2212.10264 · pith_short_12: 5LL2BD22YNRW · pith_short_16: 5LL2BD22YNRWGYQW · pith_short_8: 5LL2BD22

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/5LL2BD22YNRWGYQWNP4DLIHRQI \
  | 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: ead7a08f5ac3636362166bf835a0f1820c3fdee894f952619a2db662deaa1926

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64d78d48f3d574930d6f6fe20c7733756ddd8600b49cda8398a79fa8eb195f1c",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-20T14:11:31Z",
    "title_canon_sha256": "9b3995fbe855a9deb72bf9380b82cca510cfad05ab2dbb5338a1224fccc9f1d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10264",
    "kind": "arxiv",
    "version": 1
  }
}