Paper Citation Record · LEDGER

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality

As of 8 August 2026, this Paper Citation Record lists 83 of 83 outbound references and 4 inbound Pith citation observations for arXiv:2509.10402.

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

pith.paper-citation-record.v1
2509.10402 v1

Coverage vector

measured 83 of 83 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:57:07.661469Z

measured 87 of 87 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:51:02.423350Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:20:06.998087Z

Reference resolution

83 of 83 outbound references displayed

verified exact0
verified fuzzy0
unresolved83
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b1c8119-79b2-4fb9-857f-41701b16460f · outbound

This paper cites Analysis of ChatGPT-Generated Codes Across Multiple Programming Languages,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Analysis of ChatGPT-Generated Codes Across Multiple Programming Languages,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:04.770188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 489381b5-1785-4e2a-964a-994410ffd9bd · outbound

This paper cites Anthropic economic index: Ai’s impact on software development,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Anthropic economic index: Ai’s impact on software development,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:04.807594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9accfd1d-92a6-48db-b489-7e5fce2679c6 · outbound

This paper cites Artifacts are now generally available,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Artifacts are now generally available,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:04.842492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44ea2a3d-9f87-4741-b74d-b368773302c9 · outbound

This paper cites Claude ai: Next-generation ai assistant,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Claude ai: Next-generation ai assistant,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:04.872797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faf5a67c-3ffb-49f2-8a7c-9d1a73b6f05c · outbound

This paper cites Privacy policy,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Privacy policy,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:04.928462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d3bd517-9fc4-4b4b-95a8-158085ed9b33 · outbound

This paper cites Cursor: The ai code editor,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Cursor: The ai code editor,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:04.965924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6660be13-29d8-4862-9464-a19e9857c8f4 · outbound

This paper cites Evaluation of rust code verbosity, understandability and complexity,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Evaluation of rust code verbosity, understandability and complexity,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.031795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 063e1ce5-52cb-4fdd-ab4d-8e4e26a309a8 · outbound

This paper cites Title or description of the website,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Title or description of the website,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.081412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6305e748-b880-4d77-b526-41eeaab19b01 · outbound

This paper cites Density-Based Clustering Based on Hierarchical Density Estimates,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Density-Based Clustering Based on Hierarchical Density Estimates,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.127182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75ec201c-6353-47bb-b6f8-e65a59f98d82 · outbound

This paper cites Vi- cuna: An Open-Source Chatbot Impressing GPT-4 with 90%* ChatGPT Quality,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Vi- cuna: An Open-Source Chatbot Impressing GPT-4 with 90%* ChatGPT Quality,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.179926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae5d26c3-1fcd-4c9b-aa1c-1379f1a721fd · outbound

This paper cites CodePrompt: Task-Agnostic Prefix Tuning for Program and Language Generation,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality CodePrompt: Task-Agnostic Prefix Tuning for Program and Language Generation,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.270073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a44d9a3a-dfba-4335-a276-87e1111a9a9b · outbound

This paper cites Chollet, “Keras,” https://github.com/keras-team/keras, 2015, accessed: 2025-09-01.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Chollet, “Keras,” https://github.com/keras-team/keras, 2015, accessed: 2025-09-01

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.326673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6579732a-a35e-4a15-8c69-bf925971ff12 · outbound

This paper cites Cline: Ai coding, open source and uncompromised,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Cline: Ai coding, open source and uncompromised,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.400329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12cf916f-7510-4b81-820c-dd566fac787c · outbound

This paper cites A Performance Study of LLM-Generated Code on Leetcode,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality A Performance Study of LLM-Generated Code on Leetcode,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.478491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10707464-6e26-46a7-8a5e-44e49edfff14 · outbound

This paper cites Cppcheck: A static analyzer for c/c++ code,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Cppcheck: A static analyzer for c/c++ code,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.515424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67aa653d-7c9b-4196-a02f-731d15f9b442 · outbound

This paper cites Multi-Task Learning with Deep Neural Networks: A Survey.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Multi-Task Learning with Deep Neural Networks: A Survey

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.548979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d6d2415-537c-4dfb-91a3-df440aaf1c4b · outbound

This paper cites Why Do Developers Engage with ChatGPT in Issue-Tracker? Investigating Usage and Reliance on ChatGPT-Generated Code.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Why Do Developers Engage with ChatGPT in Issue-Tracker? Investigating Usage and Reliance on ChatGPT-Generated Code

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.579860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 960bada6-909e-48ac-acf4-bdd07168dbc1 · outbound

This paper cites Evaluating Privacy Questions from Stack Overflow: Can ChatGPT Compete?.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Evaluating Privacy Questions from Stack Overflow: Can ChatGPT Compete?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.610417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5da3e3f4-5008-4b10-ada1-aed96eb84286 · outbound

This paper cites Nonparametric pairwise multiple comparisons in indepen- dent groups using dunn’s test,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Nonparametric pairwise multiple comparisons in indepen- dent groups using dunn’s test,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.722612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81e115a8-44ea-423e-9eff-e5a38b40c371 · outbound

This paper cites Getting started with eslint - pluggable javascript linter,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Getting started with eslint - pluggable javascript linter,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.747252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81296a16-7e91-41a1-9d99-2ff7798ebb3a · outbound

This paper cites Investigating Code Generation Performance of ChatGPT with Crowd- sourcing Social Data,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Investigating Code Generation Performance of ChatGPT with Crowd- sourcing Social Data,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.758585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af6a11fc-fcc3-4707-a38f-a44c8ff07420 · outbound

This paper cites Mining rule violations in javascript code snippets,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Mining rule violations in javascript code snippets,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.795437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef104fea-074d-4192-8798-b98a581cdcec · outbound

This paper cites Github: Build and ship software on a single, collaborative platform,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Github: Build and ship software on a single, collaborative platform,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.845024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f10e34d-8742-441a-a8a9-017cb0595dd2 · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.877751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af23b3f2-1674-4713-a3b9-9ca00dfc1c4c · outbound

This paper cites Bertopic frequently asked questions,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Bertopic frequently asked questions,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.922731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3be5d6d-d60e-49b9-a481-86a031878f0e · outbound

This paper cites Bertopic parameter tuning guide,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Bertopic parameter tuning guide,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:05.981510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53f0fd1b-146f-403a-8b71-5afa9c5592f1 · outbound

This paper cites On the Effectiveness of Large Language Models in Domain- Specific Code Generation,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality On the Effectiveness of Large Language Models in Domain- Specific Code Generation,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.019342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f223ac49-eb59-483f-a659-a48866d021e4 · outbound

This paper cites Prompting and Fine-tuning Large Language Models for Automated Code Review Comment Generation.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Prompting and Fine-tuning Large Language Models for Automated Code Review Comment Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.023310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb9d009-3fa5-4db9-8ed0-6b3f33dad4ec · outbound

This paper cites A modified mann-kendall trend test for autocorrelated data,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality A modified mann-kendall trend test for autocorrelated data,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.041557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38fbd3d7-f07e-476e-9c29-685971d2c45c · outbound

This paper cites An empirical study on developers’ shared conversations with ChatGPT in GitHub pull requests and issues,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality An empirical study on developers’ shared conversations with ChatGPT in GitHub pull requests and issues,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.060022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b1719e7-021d-44fa-b091-16827bdf0f15 · outbound

This paper cites Model context protocol (mcp) at first glance: Studying the security and maintainability of mcp servers,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Model context protocol (mcp) at first glance: Studying the security and maintainability of mcp servers,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.109108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95e3feee-b1a6-441d-9104-29e7eb723e0c · outbound

This paper cites CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.162203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e3c78d3-609c-42e6-ad59-d2d0f1361bd8 · outbound

This paper cites A Survey on Large Language Models for Code Generation.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality A Survey on Large Language Models for Code Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.274165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79c1c88f-0458-4f64-a0c2-0e03a92cbe85 · outbound

This paper cites Is Stack Overflow Obsolete? An Empirical Study of the Characteristics of ChatGPT Answers to Stack Overflow Questions.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Is Stack Overflow Obsolete? An Empirical Study of the Characteristics of ChatGPT Answers to Stack Overflow Questions

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.336023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14af4d1d-8376-47a2-8039-2b474f2913d4 · outbound

This paper cites Openassistant conversations-democratizing large language model align- ment,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Openassistant conversations-democratizing large language model align- ment,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.398263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c8588d2-3e21-4fb9-8dd8-79694edcb8c4 · outbound

This paper cites Does code quality affect pull request acceptance? an empirical study,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Does code quality affect pull request acceptance? an empirical study,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.438128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99accdda-d1a9-4112-916a-ec03259ac75e · outbound

This paper cites Refining chatgpt-generated code: Characterizing and mitigating code quality issues,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Refining chatgpt-generated code: Characterizing and mitigating code quality issues,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.496275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b95c512-ead7-4356-9bf0-ccffea23e923 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.541066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 032e78cb-b712-4927-b2ca-2ea632bec6b5 · outbound

This paper cites Roslyn analyzers github repository,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Roslyn analyzers github repository,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.587431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa85011d-1ff8-454f-ab5c-1ce58f638ed0 · outbound

This paper cites Enhancing user interaction in chatgpt: Characterizing and consolidating multiple prompts for issue resolution,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Enhancing user interaction in chatgpt: Characterizing and consolidating multiple prompts for issue resolution,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.633767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef97257-2cc8-46e6-a661-2aac772e242a · outbound

This paper cites an unresolved cited work.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.732769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b54ae69b-cfb4-4ace-b6dd-bdb8a0480101 · outbound

This paper cites The content division element,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality The content division element,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.880993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89bd8bfd-d8bd-4d82-8a32-92d18670340e · outbound

This paper cites Image-based communication on social coding platforms,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Image-based communication on social coding platforms,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:06.915483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be51a313-4661-4acd-ad12-19295af0b68b · outbound

This paper cites A Comparison of the Effectiveness of ChatGPT and Co-Pilot for Generating Quality Python Code Solutions,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality A Comparison of the Effectiveness of ChatGPT and Co-Pilot for Generating Quality Python Code Solutions,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.007419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5750281-a157-4511-9133-5f45c90044e5 · outbound

This paper cites Static analysis warnings and automatic fixing: A replication for C# projects,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Static analysis warnings and automatic fixing: A replication for C# projects,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.101742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eb18a7c-7e9b-4d3c-ada5-b6a0ae72572e · outbound

This paper cites Chatgpt,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Chatgpt,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.156579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a47d34e-9921-48c6-85b7-caa6634e3289 · outbound

This paper cites Hello gpt-4o,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Hello gpt-4o,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.266269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 828d99cf-9946-48b1-af6a-596253dcc4e7 · outbound

This paper cites Privacy policy,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Privacy policy,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.324503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6791e562-f968-41df-886b-2395597f1e41 · outbound

This paper cites tiktoken: A fast bpe tokeniser for use with openai’s models,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality tiktoken: A fast bpe tokeniser for use with openai’s models,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.488606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22aa5568-bda8-4e52-a052-56927515cacb · outbound

This paper cites Pytorch: An imperative style, high- performance deep learning library,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Pytorch: An imperative style, high- performance deep learning library,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.572722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15314f4b-18b3-4db7-bf0f-bc5ef8200f43 · outbound

This paper cites Pmd - source code analyzer documentation,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Pmd - source code analyzer documentation,

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.575720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f4e8a0d-c45f-4830-a3ae-b7e4b60e56b3 · outbound

This paper cites Pylint tutorial and documentation,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Pylint tutorial and documentation,

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.578604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33e30072-584d-475b-9c11-efbae158a83c · outbound

This paper cites Black: The uncompromising python code formatter,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Black: The uncompromising python code formatter,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.581420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ebce97f-5b8a-48fd-a46f-e6d275cabb57 · outbound

This paper cites Dynamic Scoring Code Token Tree: A Novel Decoding Strategy for Generating High-Performance Code,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Dynamic Scoring Code Token Tree: A Novel Decoding Strategy for Generating High-Performance Code,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.584161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0800e92a-350a-4297-9d75-6ec8f399b347 · outbound

This paper cites React - the library for web and native user interfaces,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality React - the library for web and native user interfaces,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.586839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6530847-ec6f-4f62-9395-9352666dc383 · outbound

This paper cites an unresolved cited work.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.589430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66d71783-f9e2-4eb2-932c-a63a36b3d407 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks,

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.592087Z

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Observation d7c30d1f-cdd6-4872-b324-9d314606a84e · outbound

This paper cites Exploring the Space of Topic Coherence Measures,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Exploring the Space of Topic Coherence Measures,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.594863Z

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Observation 26838de5-ecba-4d19-a979-f6870be7b0ee · outbound

This paper cites The wilcoxon signed rank test for paired comparisons of clustered data,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality The wilcoxon signed rank test for paired comparisons of clustered data,

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.597560Z

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Observation 4ac6f411-6e0a-4277-8ee9-268c843c749f · outbound

This paper cites On the Taxonomy of De- velopers’ Discussion Topics with ChatGPT,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality On the Taxonomy of De- velopers’ Discussion Topics with ChatGPT,

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.600501Z

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Observation facd4858-eba2-41c6-be2b-580971a34cd1 · outbound

This paper cites A cluster analysis method for grouping means in the analysis of variance,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality A cluster analysis method for grouping means in the analysis of variance,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.603045Z

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Observation 5a879790-afaa-4a62-9b1a-ba5fa257aad2 · outbound

This paper cites Prompt engineering or fine-tuning: An empirical assessment of llms for code,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Prompt engineering or fine-tuning: An empirical assessment of llms for code,

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.605722Z

Source-reported events for the cited work

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Observation dda21703-6b8a-4bd1-918c-bfd4527951bd · outbound

This paper cites Do code quality and style issues differ across (non-)machine learning notebooks? yes!.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Do code quality and style issues differ across (non-)machine learning notebooks? yes!

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.608605Z

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Unavailable: canonical work link unavailable.

Observation 0142b60e-ecf6-4bad-b801-478eb226abc0 · outbound

This paper cites Quality assessment of chatgpt generated code and their use by developers,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Quality assessment of chatgpt generated code and their use by developers,

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.611406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d5a6086-0f39-4760-9242-6bb7cf15900f · outbound

This paper cites ChatGPT vs LLaMA: Impact, Reliability, and Challenges in Stack Overflow Discussions,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality ChatGPT vs LLaMA: Impact, Reliability, and Challenges in Stack Overflow Discussions,

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.613952Z

Source-reported events for the cited work

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Observation 5dd7292c-b6ce-49cd-8c8c-d4d7ca583b1b · outbound

This paper cites Evaluating Source Code Quality with Large Language Models: a comparative study,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Evaluating Source Code Quality with Large Language Models: a comparative study,

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.616544Z

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Unavailable: canonical work link unavailable.

Observation 42d636d4-c141-4e82-96d6-3e1eaa242e62 · outbound

This paper cites Codechat repository,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Codechat repository,

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.619072Z

Source-reported events for the cited work

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Observation f43cfdba-45d1-4bd4-b1e7-72220ef7762d · outbound

This paper cites C4: contrastive cross-language code clone detection,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality C4: contrastive cross-language code clone detection,

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.622009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a40cca9b-9503-4365-beac-263be603abab · outbound

This paper cites Unveiling ChatGPT’s Usage in Open Source Projects: A Mining-based Study,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Unveiling ChatGPT’s Usage in Open Source Projects: A Mining-based Study,

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.624659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 000b7457-c5dd-4bb2-893f-c1e898ec8f31 · outbound

This paper cites A Study of LLMs' Preferences for Libraries and Programming Languages.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.627373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d781921-d737-4485-9b83-77fab8d0bbb3 · outbound

This paper cites Pep 8 – style guide for python code,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Pep 8 – style guide for python code,

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.630116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3203096f-9bd7-49a5-951a-30c014fb8915 · outbound

This paper cites The kruskal-wallis test and stochastic homogeneity,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality The kruskal-wallis test and stochastic homogeneity,

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.632584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3962afb9-a320-4f6e-b2bf-c8d8e82c51d0 · outbound

This paper cites Attention is All you Need,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Attention is All you Need,

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.635300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6083d398-d711-46fc-acfc-a505a5b4ddb3 · outbound

This paper cites Cohen’s kappa coeffi- cient as a performance measure for feature selection,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Cohen’s kappa coeffi- cient as a performance measure for feature selection,

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.637936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51484694-372e-4027-8986-f2c4663d4793 · outbound

This paper cites Wildchat: 1 million chatgpt interaction logs in the wild,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Wildchat: 1 million chatgpt interaction logs in the wild,

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.640325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c88bda47-430b-4c48-b19b-a16473338966 · outbound

This paper cites Devgpt: Studying developer-chatgpt conversations,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Devgpt: Studying developer-chatgpt conversations,

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.642975Z

Source-reported events for the cited work

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Observation 3f90c278-d590-47a4-82ef-834d00f8bbc4 · outbound

This paper cites Hacker news,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Hacker news,

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.645484Z

Source-reported events for the cited work

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Observation 7fc1cd91-f009-4f32-8727-4f6b74705df0 · outbound

This paper cites On Code Reuse from StackOverflow: An Exploratory Study on Jupyter Notebook.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality On Code Reuse from StackOverflow: An Exploratory Study on Jupyter Notebook

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.648260Z

Source-reported events for the cited work

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Observation 4cea8482-46d9-4710-9b15-17d65afbb11d · outbound

This paper cites A study of c/c++ code weaknesses on stack overflow,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality A study of c/c++ code weaknesses on stack overflow,

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.650964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f8834be-371b-49f6-8e43-f921765fbb87 · outbound

This paper cites WildChat: 1M ChatGPT Interaction Logs in the Wild.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality WildChat: 1M ChatGPT Interaction Logs in the Wild

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.653575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54c6e2d0-3ba0-4a08-991e-f9b5024ae867 · outbound

This paper cites LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.656222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56830864-8631-4c1d-aa0f-f4b23bf72361 · outbound

This paper cites CodeGeeX: A Pre- Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality CodeGeeX: A Pre- Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X,

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.658902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df280d2e-1e2d-4f81-ab94-934c7e334bfb · outbound

This paper cites Codechat,.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Codechat,

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:07.661469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a12624ae-4fab-4e2c-a492-926043aec1ea · inbound

CodeChat-Eval: Evaluating Large Language Models in Multi-Turn Code Refinement Dialogues cites this paper.

CodeChat-Eval: Evaluating Large Language Models in Multi-Turn Code Refinement Dialogues Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:20:06.999588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5515df02-f1d1-445c-a293-1423a73087bd · inbound

CodeChat-Eval: Evaluating Large Language Models in Multi-Turn Code Refinement Dialogues cites this paper.

CodeChat-Eval: Evaluating Large Language Models in Multi-Turn Code Refinement Dialogues Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-01T08:55:35.342046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c061f352-6b77-417b-96f6-b4d0814e8f9c · inbound

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality cites this paper.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T05:59:02.657748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 084d18ae-e128-4560-bcb7-354e8287a16f · inbound

AdaptAgent: A Multi-agent, Domain-Guided Reasoning Framework for Code Adaptation cites this paper.

AdaptAgent: A Multi-agent, Domain-Guided Reasoning Framework for Code Adaptation Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T23:51:02.423350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.