Paper Citation Record · LEDGER

Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2310.02368.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2310.02368 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:08:36.068457Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-15T02:33:32.385683Z

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 864b7ddb-06f4-4b33-b0fb-ae8432910230 · inbound

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code cites this paper.

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation

Reference 230

Resolution: verified exact; arxiv_id, observed 2026-05-10T17:34:42.847575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9ea207bd-a243-4cf0-b9b2-f7f24d1c5fdb · inbound

Leveraging GPT-4 for Vulnerability-Witnessing Unit Test Generation cites this paper.

Leveraging GPT-4 for Vulnerability-Witnessing Unit Test Generation Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:36.068457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92cf5aaa-833c-42c5-aa0b-26d4b99bfbb3 · inbound

VERIRL: Boosting the LLM-based Verilog Code Generation via Reinforcement Learning cites this paper.

VERIRL: Boosting the LLM-based Verilog Code Generation via Reinforcement Learning Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T16:28:22.554445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c9e741-e8f2-41d3-b1dd-4884d86fafef · inbound

SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades cites this paper.

SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:33:32.387421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.