Paper Citation Record · LEDGER

A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2310.08879.

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

pith.paper-citation-record.v1
2310.08879 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:27:04.763906Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T19:56:33.726331Z

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 c07183d9-4940-42c7-8e63-b4b81388507c · inbound

UVLLM: An Automated Universal RTL Verification Framework using LLMs cites this paper.

UVLLM: An Automated Universal RTL Verification Framework using LLMs A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T13:27:04.763906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 461d5047-3ce4-4fed-be4b-53944e66e406 · inbound

Curriculum Demonstration Selection for In-Context Learning cites this paper.

Curriculum Demonstration Selection for In-Context Learning A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T11:33:53.151237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fdd8501-d1e0-41f6-b8d2-fe13b99737cb · inbound

A Large-scale Empirical Study on Fine-tuning Large Language Models for Unit Testing cites this paper.

A Large-scale Empirical Study on Fine-tuning Large Language Models for Unit Testing A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-11T10:27:18.122878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9b95521-8d84-4cbe-ad47-d1065073cc0a · inbound

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware cites this paper.

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:00.138198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c4ca2e-cba0-4a49-92b0-35bec292a110 · inbound

Refactoring for Dockerfile Quality: A Dive into Developer Practices and Automation Potential cites this paper.

Refactoring for Dockerfile Quality: A Dive into Developer Practices and Automation Potential A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T15:26:01.536130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26a404f6-235b-4d97-8495-e535949f0e98 · inbound

MoGraphGPT: Creating Interactive Scenes Using Modular LLM and Graphical Control cites this paper.

MoGraphGPT: Creating Interactive Scenes Using Modular LLM and Graphical Control A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-08T20:46:58.027702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5412fdf6-af98-4467-8cf0-7b2856da9b76 · inbound

Knowledge-Enhanced Program Repair for Data Science Code cites this paper.

Knowledge-Enhanced Program Repair for Data Science Code A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T20:37:30.649450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f294aee4-7e7b-49c7-a7e8-912685e4663e · inbound

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

Leveraging GPT-4 for Vulnerability-Witnessing Unit Test Generation A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:37.043101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7851eb3d-1237-47e8-92a3-bc07134252c7 · inbound

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection cites this paper.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:22.898849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdb64d26-54e7-444a-af81-7fa203296762 · inbound

Multilingual Multimodal Software Developer for Code Generation cites this paper.

Multilingual Multimodal Software Developer for Code Generation A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.398105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e2c3d9a-3222-43e7-b1ea-822612aa3606 · inbound

IFEvalCode: Controlled Code Generation cites this paper.

IFEvalCode: Controlled Code Generation A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T11:44:34.136098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693104df-8a8f-4a5b-9250-3f573df43f9f · inbound

LLM-Based Multi-Agent Systems for Code Generation: A Multi-Vocal Literature Review cites this paper.

LLM-Based Multi-Agent Systems for Code Generation: A Multi-Vocal Literature Review A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:56:33.731049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d5eab008-9774-4311-ae39-fef0042f7ad6 · inbound

Reproducible Automated Program Repair Is Hard -- Experiences With the Defects4J Dataset cites this paper.

Reproducible Automated Program Repair Is Hard -- Experiences With the Defects4J Dataset A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T09:01:26.118404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5db8ff6d-9888-4291-a45a-c7211c042988 · inbound

HEJ-Robust: A Robustness Benchmark for LLM-Based Automated Program Repair cites this paper.

HEJ-Robust: A Robustness Benchmark for LLM-Based Automated Program Repair A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:20:41.021435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 23b72035-d709-437c-bcbc-644a183a847b · inbound

HEJ-Robust: A Robustness Benchmark for LLM-Based Automated Program Repair cites this paper.

HEJ-Robust: A Robustness Benchmark for LLM-Based Automated Program Repair A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:00:55.762266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.