Pith. sign in

Paper Citation Record · LEDGER

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

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 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 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T20:46:58.027702Z

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 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.

source=pdf_text observed=2026-08-08T20:46:58.027702Z digest=sha256:e93ad57f9ea1038b16570ee40804e1f86e8c646b11afdc99f49188ebb85217d8

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.

source=pdf_text observed=2026-08-07T20:37:30.649450Z digest=sha256:7338439e3096d291d87e7e9bf6ac0e21fa0b6e4f5c786d32d450ae238ccd2da0

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.

source=pdf_text observed=2026-08-07T04:08:37.043101Z digest=sha256:c44eb439cf3c6aaf001763f3a9af6a788624534cd10cdd4e08db441d295e6db5

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.

source=pdf_text observed=2026-08-06T23:28:22.898849Z digest=sha256:55ece6382f81e31c2fe1eff0013bdb94417d67cceef77a3ff163488e1bae7871

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.

source=pdf_text observed=2026-08-06T18:19:58.398105Z digest=sha256:65c79ab9ecd6c1d5f37e144b12d44cc4c7e914c72b49b79ca8962629010c849d

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.

source=pdf_text observed=2026-08-06T11:44:34.136098Z digest=sha256:d4c047a98837cfa1451d9a13ef4431864d1b2cf238064869398d1b917199e8ea

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T19:52:49.324500Z digest=sha256:0e2c9135e5f52efdf79521cadada547d00c14949eb03764a51dd52c71d3e1175

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-07T13:12:43.130341Z digest=sha256:f53d6f4401e0045f4a3a11704a2380b55f9e8d8057f004457cbedd38952e4ff5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T18:36:50.665604Z digest=sha256:11884802eaaad6a781996b76615f3f700ed6f978b444b7a83a245016ecd5ebbd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-11T00:55:28.751575Z digest=sha256:deae9446f4fc2779db99ca1f3dd34e334a7ddf4b739a6c2c0c491fad70ed32fb