Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Execution-based Evaluation for Data Science Code Generation Models
As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2211.09374.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:04:25.923680Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-17T23:04:44.485802Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation b9aa67de-2bc7-48ae-8c04-cbd2352be207 · inbound
Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive cites this paper.
Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive Execution-based Evaluation for Data Science Code Generation Models
Reference 127
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T23:04:44.487777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cdd0e85e-b736-4766-9b18-2631d738f4d1 · inbound
A Survey on Large Language Models for Code Generation cites this paper.
A Survey on Large Language Models for Code Generation Execution-based Evaluation for Data Science Code Generation Models
Reference 109
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T20:18:06.561107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8ca4f069-33a3-4768-8b75-1b2ff9c01810 · inbound
Code Benchmarks Should Prioritize Rigor, Reliability, and Reproducibility cites this paper.
Code Benchmarks Should Prioritize Rigor, Reliability, and Reproducibility Execution-based Evaluation for Data Science Code Generation Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:04:25.923680Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.