Paper Citation Record · LEDGER

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation

As of 20 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2607.03194.

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

pith.paper-citation-record.v1
2607.03194 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T04:13:54.470954Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy0
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa9a076b-701e-49ab-bffa-707f0465ff94 · outbound

This paper cites Hits: High-coverage llm-based unit test generation via method slicing,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Hits: High-coverage llm-based unit test generation via method slicing,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee5b3a1e-8ae1-4095-bf0e-65dddffb1f57 · outbound

This paper cites Knowledge Matters: Injecting Project and Testing Knowledge into LLM-based Unit Test Generation.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Knowledge Matters: Injecting Project and Testing Knowledge into LLM-based Unit Test Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 314eb407-147c-4853-9f82-ebd99666d83c · outbound

This paper cites LLM Test Generation via Iterative Hybrid Program Analysis.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation LLM Test Generation via Iterative Hybrid Program Analysis

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40a1ba28-df52-49db-8917-9f44a30820bb · outbound

This paper cites TestART: Improving LLM-based Unit Testing via Co-evolution of Automated Generation and Repair Iteration.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation TestART: Improving LLM-based Unit Testing via Co-evolution of Automated Generation and Repair Iteration

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fdc4043-0358-4495-950f-82027b0b72d2 · outbound

This paper cites Coverup: Effective high cov- erage test generation for python,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Coverup: Effective high cov- erage test generation for python,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09b0ca76-63e1-4142-a0ee-2a10229be0b4 · outbound

This paper cites Pre- train, prompt, and predict: A systematic survey of prompting methods in natural language processing,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Pre- train, prompt, and predict: A systematic survey of prompting methods in natural language processing,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 297f943a-856a-4bdb-8d58-6337efe266ce · outbound

This paper cites Effective test generation using pre-trained large language models and mutation testing,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Effective test generation using pre-trained large language models and mutation testing,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2176388d-828f-4fcb-b1c9-7b114d76e1fc · outbound

This paper cites Mutation-guided llm-based test generation at meta,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Mutation-guided llm-based test generation at meta,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f50fae9-1f18-4e2b-8c23-c1c3a8cbf9b3 · outbound

This paper cites Mutation-Guided Unit Test Generation with a Large Language Model.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Mutation-Guided Unit Test Generation with a Large Language Model

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 244cdb88-13e6-422b-8daf-f6f3618cabba · outbound

This paper cites LLM-based Mockless Unit Test Generation for Java.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation LLM-based Mockless Unit Test Generation for Java

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf5f27b0-4a91-4413-8307-f01caa6dfca8 · outbound

This paper cites jquick-curl: A java wrapper for libcurl,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation jquick-curl: A java wrapper for libcurl,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 899c3142-9181-4d85-95a2-cb835f43cca5 · outbound

This paper cites Agent development kit (adk) for java,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Agent development kit (adk) for java,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85e12199-1e1d-4d9b-84f2-f1cfc0fc8441 · outbound

This paper cites Build production-ready ai agents in java,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Build production-ready ai agents in java,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bb151af-a2e1-48d9-bd17-204819d2581c · outbound

This paper cites A2a: An open-source framework for building autonomous agents in java,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation A2a: An open-source framework for building autonomous agents in java,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f40bee53-df13-4695-982c-32a30695506e · outbound

This paper cites Lizard: A code complexity analyzer,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Lizard: A code complexity analyzer,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c04398f-1d18-41dd-83c4-ac143d4b19fb · outbound

This paper cites Evaluating the Dependency Between Cyclomatic Complexity and Response For Class.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Evaluating the Dependency Between Cyclomatic Complexity and Response For Class

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c96c9e9-99d6-4be2-8bed-ddf299fc62fd · outbound

This paper cites Randoop: feedback-directed random testing for java,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Randoop: feedback-directed random testing for java,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85a6f731-bbaf-424d-a8ef-de2cac2d2201 · outbound

This paper cites Evosuite: automatic test suite generation for object-oriented software,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Evosuite: automatic test suite generation for object-oriented software,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce163d65-11ba-45e5-b73b-3ceee080f13b · outbound

This paper cites Graph-based seed object synthesis for search-based unit testing,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Graph-based seed object synthesis for search-based unit testing,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34d9fd98-3500-4092-b4cb-d659d8204603 · outbound

This paper cites [Online].

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation [Online]

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a7ca6c7-9171-4dd5-975b-a0d54e247000 · outbound

This paper cites [Online].

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation [Online]

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97b9d1a7-a9dc-4a6e-ba40-8028f452e650 · outbound

This paper cites Sootup: A redesign of the soot static analysis framework,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Sootup: A redesign of the soot static analysis framework,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7338dab-0ecb-4914-a578-d6a8bc79ce0d · outbound

This paper cites vllm: A high-performance llm inference and serving framework,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation vllm: A high-performance llm inference and serving framework,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1735837d-9ad7-45b9-84ad-12681f7e58a3 · outbound

This paper cites Fireworks ai,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Fireworks ai,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4e5d741-235f-4238-9dc0-36e601c07f5a · outbound

This paper cites A simu- lated annealing algorithm for multiobjective optimization,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation A simu- lated annealing algorithm for multiobjective optimization,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f92a30d7-1c6b-459f-bb22-e37a7e8c03c4 · outbound

This paper cites Automated test case generation as a many-objective optimisation problem with dynamic selection of the targets,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Automated test case generation as a many-objective optimisation problem with dynamic selection of the targets,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88905094-733c-4266-9ff0-f8b9155629f9 · outbound

This paper cites Klee: unassisted and automatic generation of high-coverage tests for complex systems programs.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Klee: unassisted and automatic generation of high-coverage tests for complex systems programs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4ca2162-c2e8-4a0c-920a-19a03bc2c7bf · outbound

This paper cites Test input generation with java pathfinder,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Test input generation with java pathfinder,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31e64468-25e9-435b-8925-c9dd1c143a01 · outbound

This paper cites Unit Test Case Generation with Transformers and Focal Context.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Unit Test Case Generation with Transformers and Focal Context

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d17060d3-62f3-4960-a7a8-9b74fc5108b5 · outbound

This paper cites Testspark: Intellij idea’s ultimate test generation companion,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Testspark: Intellij idea’s ultimate test generation companion,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 404e470e-bc98-4017-baa9-89e78b9316cc · outbound

This paper cites Aster: Natural and multi-language unit test generation with llms,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Aster: Natural and multi-language unit test generation with llms,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb34ec1a-19dd-4ef8-9556-718cbe5fa862 · outbound

This paper cites Retrieval-augmented test generation: How far are we?.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Retrieval-augmented test generation: How far are we?

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b6be1d8-47e6-4611-a99d-5a2a31a29b8c · outbound

This paper cites Chatunitest: A framework for llm-based test generation,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Chatunitest: A framework for llm-based test generation,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0df0f221-457e-459a-99d1-254de3dca25c · outbound

This paper cites Automated unit test improvement using large language models at meta,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Automated unit test improvement using large language models at meta,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 416efab4-eeb3-4546-9fd5-559f23d27f15 · outbound

This paper cites Codamosa: Escaping coverage plateaus in test generation with pre-trained large language models,.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation Codamosa: Escaping coverage plateaus in test generation with pre-trained large language models,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.