Paper Citation Record · LEDGER

TESTEVAL: Benchmarking Large Language Models for Test Case Generation

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2406.04531.

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

pith.paper-citation-record.v1
2406.04531 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:33:32.232403Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T03:45:21.838589Z

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 837d1432-5f95-4300-9c6e-f07d75c224c4 · inbound

REACCEPT: Automated Co-evolution of Production and Test Code Based on Dynamic Validation and Large Language Models cites this paper.

REACCEPT: Automated Co-evolution of Production and Test Code Based on Dynamic Validation and Large Language Models TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-12T19:07:12.614734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5490c4a6-3505-4454-9177-e7cfddec532c · inbound

TDD-Bench Verified: Can LLMs Generate Tests for Issues Before They Get Resolved? cites this paper.

TDD-Bench Verified: Can LLMs Generate Tests for Issues Before They Get Resolved? TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T23:02:34.234758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c66808-3128-4f3b-92be-b0360d3eaa23 · inbound

Fine-grained Testing for Autonomous Driving Software: a Study on Autoware with LLM-driven Unit Testing cites this paper.

Fine-grained Testing for Autonomous Driving Software: a Study on Autoware with LLM-driven Unit Testing TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T19:38:56.440049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a62b8d6b-1162-4109-ad1e-f8491b2341ad · inbound

COFFE: A Code Efficiency Benchmark for Code Generation cites this paper.

COFFE: A Code Efficiency Benchmark for Code Generation TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-09T11:01:28.042521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e62d82f9-7f1f-4ba6-b0d1-9ee74177fabb · inbound

MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms cites this paper.

MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:45:21.841847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a243c40a-07ad-4554-8a41-896446ed20d4 · inbound

CLOVER: A Test Case Generation Benchmark with Coverage, Long-Context, and Verification cites this paper.

CLOVER: A Test Case Generation Benchmark with Coverage, Long-Context, and Verification TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T23:42:26.077466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cacf09e4-f4a4-41de-8dcb-b02c5ff37c41 · inbound

Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation cites this paper.

Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T12:33:32.232403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f728db31-5215-4a8c-973f-b9a145ca64b7 · inbound

Risk Assessment Framework for Code LLMs via Leveraging Internal States cites this paper.

Risk Assessment Framework for Code LLMs via Leveraging Internal States TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-16T11:49:03.338625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c25c92e-8739-4e20-a05a-7a6aa9a60f6c · inbound

LogiCase: Effective Test Case Generation from Logical Description in Competitive Programming cites this paper.

LogiCase: Effective Test Case Generation from Logical Description in Competitive Programming TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:29.018544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d92569e-dd0a-41c5-9707-ddcccb60ff5d · inbound

HardTests: Synthesizing High-Quality Test Cases for LLM Coding cites this paper.

HardTests: Synthesizing High-Quality Test Cases for LLM Coding TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:39:57.721681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8dd2967-7dad-4ddb-92c4-0b4440ca6fe5 · inbound

SAGE:Specification-Aware Grammar Extraction for Automated Test Case Generation with LLMs cites this paper.

SAGE:Specification-Aware Grammar Extraction for Automated Test Case Generation with LLMs TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:00:46.175257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572a3131-a99b-4f23-952b-17e21831f1ab · inbound

Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure cites this paper.

Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:59:56.751560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1dfdd0d-4132-4f74-812e-af48be32b323 · inbound

Rethinking Verification for LLM Code Generation: From Generation to Testing cites this paper.

Rethinking Verification for LLM Code Generation: From Generation to Testing TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T18:58:21.179980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29603517-e653-4063-81b1-b10fab08a9be · inbound

Benchmarking LLMs for Unit Test Generation from Real-World Functions cites this paper.

Benchmarking LLMs for Unit Test Generation from Real-World Functions TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T10:15:37.152164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 214df8df-4d55-4d8b-8b60-df4ca738944b · inbound

HyClone: Bridging LLM Understanding and Dynamic Execution for Semantic Code Clone Detection cites this paper.

HyClone: Bridging LLM Understanding and Dynamic Execution for Semantic Code Clone Detection TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T05:41:35.125310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51e82265-4c6e-475d-b8c2-67658a7c9de5 · inbound

Trade Policy and Structural Change cites this paper.

Trade Policy and Structural Change TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T05:42:31.110819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1ef20a3-8da8-4d4d-8f12-4e68ed204cb4 · inbound

Comparative Evaluation of Large Language Models for Test-Skeleton Generation cites this paper.

Comparative Evaluation of Large Language Models for Test-Skeleton Generation TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T05:59:43.828934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38fcef46-524a-4424-b4da-f838e2524139 · inbound

SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios cites this paper.

SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:28:24.556378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 85fa6c92-2013-42c9-891f-6a7e09f2217b · inbound

WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems cites this paper.

WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:45:28.438819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b969a3ee-17eb-413c-8bd2-5218a0ec3286 · inbound

Enhancing Large Language Models with Retrieval Augmented Generation for Software Testing and Inspection Automation cites this paper.

Enhancing Large Language Models with Retrieval Augmented Generation for Software Testing and Inspection Automation TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:44:37.956799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 186f474c-93d4-4942-af0e-5c2d5ddf9276 · inbound

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle cites this paper.

SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-14T18:37:35.700926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7d6fcf0e-0f6f-4658-b4c6-e4c008823898 · inbound

SCATE: Learning to Supervise Coding Agents for Cost-Effective Test Generation cites this paper.

SCATE: Learning to Supervise Coding Agents for Cost-Effective Test Generation TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-13T01:15:01.090791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.