Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T22:31:20.358758Z
Paper Citation Record · LEDGER
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries
As of 5 August 2026, this Paper Citation Record lists 83 of 83 outbound references and 3 inbound Pith citation observations for arXiv:2509.22202.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T03:19:36.032136Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-09T11:16:11.411743Z
Reference resolution
83 of 83 outbound references displayed
- verified exact51
- verified fuzzy23
- unresolved2
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- malformed identifier0
- metadata mismatch7
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 83f312e9-c1b1-4b00-aec0-f42f4740c514 · outbound
This paper cites write newline.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries write newline
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.936891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b9e5b2c9-365d-4c24-90ea-578b4ca3a6e2 · outbound
This paper cites CodeMirage: Hallucinations in Code Generated by Large Language Models.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries CodeMirage: Hallucinations in Code Generated by Large Language Models
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.536775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f0806004-4cd3-4f56-a0f9-7810346f7ec6 · outbound
This paper cites 37 Hidden Python Libraries That Are Absolute Gems.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries 37 Hidden Python Libraries That Are Absolute Gems
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.929661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 70e86167-3ef9-40d7-ba54-f8481c8985b8 · outbound
This paper cites A Survey on Evaluating Large Language Models in Code Generation Tasks.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries A Survey on Evaluating Large Language Models in Code Generation Tasks
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:23.698211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e64c882a-094b-4c90-864a-e4941a495f4d · outbound
This paper cites Towards Mitigating API Hallucination in Code Generated by LLMs with Hierarchical Dependency Aware.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Towards Mitigating API Hallucination in Code Generated by LLMs with Hierarchical Dependency Aware
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.532717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b688f642-a1b8-4609-a8c6-e49d1c904334 · outbound
This paper cites Dated Data: Tracing Knowledge Cutoffs in Large Language Models.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Dated Data: Tracing Knowledge Cutoffs in Large Language Models
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:23.709256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a9d4db3c-83ff-46ac-8cee-03585fe6e6b1 · outbound
This paper cites Extended Syntax | Markdown Guide.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Extended Syntax | Markdown Guide
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.888971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b74e9528-13b4-4ec6-bd7a-da1d606b2834 · outbound
This paper cites Measuring dependency freshness in software systems.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Measuring dependency freshness in software systems
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.897213Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 27fdaf49-3ac2-4baf-9488-261f9f09091c · outbound
This paper cites DeepSeek-V3 .1 Release.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries DeepSeek-V3 .1 Release
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.890824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f37e7764-4986-486f-b5db-2ee57e9536a7 · outbound
This paper cites DeepSeek-V3 Technical Report.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries DeepSeek-V3 Technical Report
Reference 10
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-21T22:34:24.567248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 501e6119-9d77-4478-aef5-44e6373e1652 · outbound
This paper cites Barriers and enabling factors for error analysis in NLG research.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Barriers and enabling factors for error analysis in NLG research
Reference 11
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T22:34:23.715451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f200ecae-5df6-45ec-a267-4c7052fe9f11 · outbound
This paper cites Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:23.701950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 159a92db-ab3d-4e02-b419-523fbefcadf2 · outbound
This paper cites De-Hallucinator: Mitigating LLM Hallucinations in Code Generation Tasks via Iterative Grounding.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries De-Hallucinator: Mitigating LLM Hallucinations in Code Generation Tasks via Iterative Grounding
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.487407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 41c3c503-fb5a-4a88-873e-feb63cff2256 · outbound
This paper cites Using digital traces to analyze software work: skills, careers and programming languages.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Using digital traces to analyze software work: skills, careers and programming languages
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T22:34:24.515780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1043787b-e8a0-485e-bc59-1410eb4de97f · outbound
This paper cites 10 Little-Known Python Libraries That Will Make You Feel Like a Data Wizard.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries 10 Little-Known Python Libraries That Will Make You Feel Like a Data Wizard
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.916074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0db7c15e-c257-4003-9060-469caf5e8aad · outbound
This paper cites Reasoning Robustness of LLMs to Adversarial Typographical Errors.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Reasoning Robustness of LLMs to Adversarial Typographical Errors
Reference 16
- Resolution
- verified exact
- doi, observed 2026-05-21T22:34:23.760976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e4dcd1a9-e84f-4269-8968-41371368d174 · outbound
This paper cites Research: Quantifying GitHub Copilot ’s impact in the enterprise with Accenture.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Research: Quantifying GitHub Copilot ’s impact in the enterprise with Accenture
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.886857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fb0ebf26-d60e-4c0a-a1af-52cb1838bc30 · outbound
This paper cites Auditing Prompt Caching in Language Model APIs , February 2025.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Auditing Prompt Caching in Language Model APIs , February 2025
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.894807Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a45786d8-48dd-4ac5-871b-d800bdc3900a · outbound
This paper cites GitHub Typo Corpus: A Large-Scale Multilingual Dataset of Misspellings and Grammatical Errors.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries GitHub Typo Corpus: A Large-Scale Multilingual Dataset of Misspellings and Grammatical Errors
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.508194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3c07bca5-3f2c-43d0-b600-671fe34e559d · outbound
This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T22:34:24.512569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4545888e-d984-4dee-a88a-d1557f8bd65f · outbound
This paper cites Qwen2.5-Coder Technical Report.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Qwen2.5-Coder Technical Report
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T22:34:24.499064Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2d9d367c-f0b7-4409-882e-ed27fccb38c1 · outbound
This paper cites On Mitigating Code LLM Hallucinations with API Documentation.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries On Mitigating Code LLM Hallucinations with API Documentation
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.504727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ced9fb1e-5bef-4962-9fc1-239f83f2bfae · outbound
This paper cites Survey of Hallucination in Natural Language Generation.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Survey of Hallucination in Natural Language Generation
Reference 23
- Resolution
- verified exact
- doi, observed 2026-05-21T22:34:23.763257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ec97c843-9d98-40bd-9f2f-57148b723d5c · outbound
This paper cites A Survey on Large Language Models for Code Generation.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries A Survey on Large Language Models for Code Generation
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T22:34:24.478600Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5d3328a9-8ee6-4151-9869-bd32be9a4616 · outbound
This paper cites A Survey on Large Language Model Hallucination via a Creativity Perspective.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries A Survey on Large Language Model Hallucination via a Creativity Perspective
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.508919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3e85139a-ce63-4192-a697-07812d7952ae · outbound
This paper cites Importing Phantoms: Measuring LLM Package Hallucination Vulnerabilities.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Importing Phantoms: Measuring LLM Package Hallucination Vulnerabilities
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.513206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a0bf7a21-b51b-4824-a955-a321bf5e4257 · outbound
This paper cites Selecting third-party libraries: The practitioners’ perspective.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Selecting third-party libraries: The practitioners’ perspective
Reference 27
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T22:34:23.721203Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bbf1e4f0-95e0-49e2-a381-0bc476764835 · outbound
This paper cites Is ChatGPT a Good Software Librarian? An Exploratory Study on the Use of ChatGPT for Software Library Recommendations.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Is ChatGPT a Good Software Librarian? An Exploratory Study on the Use of ChatGPT for Software Library Recommendations
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.556519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 32362d4e-99b2-43db-b31e-a4abe7394fb8 · outbound
This paper cites Hallucination by Code Generation LLMs: Taxonomy, Benchmarks, Mitigation, and Challenges.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Hallucination by Code Generation LLMs: Taxonomy, Benchmarks, Mitigation, and Challenges
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.519341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 039b7b4d-7e9e-446e-b348-0dadcae80565 · outbound
This paper cites Exploring and evaluating hallucinations in llm-powered code generation.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Exploring and evaluating hallucinations in llm-powered code generation
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.555936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eef3de12-a961-4106-b0e3-0fa211c6feda · outbound
This paper cites Self-Reflection Makes Large Language Models Safer, Less Biased, and Ideologically Neutral.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Self-Reflection Makes Large Language Models Safer, Less Biased, and Ideologically Neutral
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.543732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d6aadf26-bd91-41c0-b5b1-0ae7089463df · outbound
This paper cites In: Advances in Neural Information Processing Systems, Curran Associates, Inc., vol 34, pp 27,865–27,876,https://proceedings.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries In: Advances in Neural Information Processing Systems, Curran Associates, Inc., vol 34, pp 27,865–27,876,https://proceedings
Reference 32
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T22:34:23.758731Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2449ec48-5d12-40d2-bd8b-c89ab0596448 · outbound
This paper cites Llama 3.3 | Model Cards and Prompt formats.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Llama 3.3 | Model Cards and Prompt formats
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.917991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 39fb8a52-36d6-431b-a1fe-f251aaf021b1 · outbound
This paper cites Un Ministral , des Ministraux | Mistral AI.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Un Ministral , des Ministraux | Mistral AI
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.913701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ee6204f5-821b-4b4e-9d7e-bcc804a38490 · outbound
This paper cites A Closer Look at System Prompt Robustness.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries A Closer Look at System Prompt Robustness
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.491486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 84783cf3-bca8-4bee-b896-8e048d88eb36 · outbound
This paper cites The Dynamics of Innovation in Open Source Software Ecosystems.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries The Dynamics of Innovation in Open Source Software Ecosystems
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.495536Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8b3753d5-9bc6-4920-973f-5b53d137f55a · outbound
This paper cites Beyond typosquatting: An in-depth look at package confusion.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Beyond typosquatting: An in-depth look at package confusion
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.911542Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7843231c-3748-4861-8a1d-7eee44944cdd · outbound
This paper cites Satya Nadella says as much as 30\ URL https://www.nbclosangeles.com/news/business/money-report/satya-nadella-says-as-much-as-30-of-microsoft-code-is-written-by-ai/3689617/.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Satya Nadella says as much as 30\ URL https://www.nbclosangeles.com/news/business/money-report/satya-nadella-says-as-much-as-30-of-microsoft-code-is-written-by-ai/3689617/
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.535953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6ba9d58c-32b9-4c24-8342-6c4160cabd7e · outbound
This paper cites GPT-4o mini - API , 2025 a.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries GPT-4o mini - API , 2025 a
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.882810Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fed87cad-effe-4d6c-9e43-c2c330c9f88b · outbound
This paper cites GPT-5 mini - API , 2025 b.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries GPT-5 mini - API , 2025 b
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.899289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c7d3eb4f-71e9-44ee-b3c2-edf89c6f4bfa · outbound
This paper cites Slopsquatting: Hallucination in Coding Agents and Vibe Coding.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Slopsquatting: Hallucination in Coding Agents and Vibe Coding
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.884843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ffc70f60-2059-4e9e-8f04-b2ffe85e7911 · outbound
This paper cites Gorilla: Large Language Model Connected with Massive APIs.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Gorilla: Large Language Model Connected with Massive APIs
Reference 42
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-21T22:34:24.528643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d9254fc6-80a3-4436-bde5-91cff148129e · outbound
This paper cites Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback
Reference 43
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T22:34:24.521003Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 85f9df4e-6ece-447e-8184-d6395b5d05c0 · outbound
This paper cites Bowman, Amanda Askell, Roger Grosse, Danny Hernandez, Deep Ganguli, Evan Hubinger, Nicholas Schiefer, and Jared Kaplan.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Bowman, Amanda Askell, Roger Grosse, Danny Hernandez, Deep Ganguli, Evan Hubinger, Nicholas Schiefer, and Jared Kaplan
Reference 44
- Resolution
- verified exact
- doi, observed 2026-05-21T22:34:23.755462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 69bdf8e7-501e-4b3d-a275-9c111ad9fd88 · outbound
This paper cites Ast — Abstract Syntax Trees.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Ast — Abstract Syntax Trees
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.923740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 52d717bd-533f-4f65-bff2-ac52f3ff6212 · outbound
This paper cites Names and normalization - Python Packaging User Guide.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Names and normalization - Python Packaging User Guide
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.927578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 17d84b6f-1634-4d71-8a3e-7f524ff5b6fd · outbound
This paper cites PyPI · The Python Package Index.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries PyPI · The Python Package Index
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.925542Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5213f249-8e43-4c56-9999-d5bed1983ae5 · outbound
This paper cites The role of library versions in Developer-ChatGPT conversations.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries The role of library versions in Developer-ChatGPT conversations
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.540635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e37eadbb-c85b-424f-8120-ba3f8db11be9 · outbound
This paper cites Sentence- BERT : Sentence Embeddings using S iamese BERT -Networks.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Sentence- BERT : Sentence Embeddings using S iamese BERT -Networks
Reference 49
- Resolution
- verified exact
- doi, observed 2026-05-21T22:34:23.723730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7d870f65-e776-414c-b416-1045e3c6d56b · outbound
This paper cites Large language models reduce public knowledge sharing on online Q & A platforms.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Large language models reduce public knowledge sharing on online Q & A platforms
Reference 50
- Resolution
- verified exact
- doi, observed 2026-05-21T22:34:23.711997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2255a23d-bab6-4ab3-b592-dbfb97563dcf · outbound
This paper cites Large language model for vulnerability detection: Emerging results and future directions.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Large language model for vulnerability detection: Emerging results and future directions
Reference 51
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T22:34:23.705723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1ded687d-bebf-4235-b14a-7ebea4c3a8b4 · outbound
This paper cites Which Prompting Technique Should I Use? An Empirical Investigation of Prompting Techniques for Software Engineering Tasks.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Which Prompting Technique Should I Use? An Empirical Investigation of Prompting Techniques for Software Engineering Tasks
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.548425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 33e71a5b-7057-406b-a0e3-b11f79dd376e · outbound
This paper cites AgglomerativeClustering , 2025 a.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries AgglomerativeClustering , 2025 a
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.908898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 37438bd4-620a-4ef2-ac65-6feea947cb52 · outbound
This paper cites CountVectorizer , 2025 b.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries CountVectorizer , 2025 b
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.906912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5b4cd92f-811b-4813-bb95-77da06bcc5a7 · outbound
This paper cites Towards Understanding Sycophancy in Language Models.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Towards Understanding Sycophancy in Language Models
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.892892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d1c41033-0cb7-4bff-86e7-b41ef109cd58 · outbound
This paper cites Software Engineering , Global Edition.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Software Engineering , Global Edition
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.901083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2d69dbb3-f922-40cc-8305-89a85efdcbd2 · outbound
This paper cites Misspellings in Natural Language Processing : A survey.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Misspellings in Natural Language Processing : A survey
Reference 57
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.571191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9adfe90c-1c71-4eac-973a-25c320ecd5cb · outbound
This paper cites We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs
Reference 58
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.559810Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9f7068d7-79f5-46ef-8f7a-d3a17f409ae9 · outbound
This paper cites Confabulation: The Surprising Value of Large Language Model Hallucinations.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Confabulation: The Surprising Value of Large Language Model Hallucinations
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.563617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4cd0c118-acfd-441b-9de2-a1d36fbb6d60 · outbound
This paper cites Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.552461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e5d22fed-0dd5-4e2f-9606-ceeb145cab70 · outbound
This paper cites How do people decide?.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries How do people decide?
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:23.766320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6619a558-0ea0-4f36-b967-ad8c0a876429 · outbound
This paper cites SpellBound: Defending Against Package Typosquatting.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries SpellBound: Defending Against Package Typosquatting
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.544673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0e1c18a1-f347-44eb-baa9-ea7c69918342 · outbound
This paper cites CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification
Reference 63
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.517202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1dca0ad3-697d-402c-ac92-069c05b155c2 · outbound
This paper cites A Study of LLMs' Preferences for Libraries and Programming Languages.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries A Study of LLMs' Preferences for Libraries and Programming Languages
Reference 64
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation add8f721-cc99-4748-bf86-41aaaf402fe3 · outbound
This paper cites Mind Your Format : Towards Consistent Evaluation of In-Context Learning Improvements.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Mind Your Format : Towards Consistent Evaluation of In-Context Learning Improvements
Reference 65
- Resolution
- verified exact
- doi, observed 2026-05-21T22:34:23.718114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 15f047a0-f7af-4696-88a0-0bfc37602ffa · outbound
This paper cites A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How
Reference 66
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:23.729156Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4f39b143-01f5-418b-9ecc-928c9f8e8b6d · outbound
This paper cites LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-based Code Completion.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-based Code Completion
Reference 67
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:23.744402Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f68d4ce7-75e7-4eaf-a307-e1196523a29b · outbound
This paper cites ExploraCoder: Advancing code generation for multiple unseen APIs via planning and chained exploration.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries ExploraCoder: Advancing code generation for multiple unseen APIs via planning and chained exploration
Reference 68
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.547919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 39c20091-0045-4502-b344-91a1dc7c290f · outbound
This paper cites Execution-Based Evaluation for Open-Domain Code Generation.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Execution-Based Evaluation for Open-Domain Code Generation
Reference 69
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:23.752891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eedcf866-25f2-4a08-812f-084b2d134324 · outbound
This paper cites Chi, Quoc V.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Chi, Quoc V
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.931871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 82deb05e-319c-45cc-871a-5c7a1813f12d · outbound
This paper cites DevGPT : Studying Developer-ChatGPT Conversations.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries DevGPT : Studying Developer-ChatGPT Conversations
Reference 71
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:23.732825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 783f4852-d7a4-4498-a6ab-3687b2593af8 · outbound
This paper cites CERT : Continual Pre-training on Sketches for Library-oriented Code Generation.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries CERT : Continual Pre-training on Sketches for Library-oriented Code Generation
Reference 72
- Resolution
- verified exact
- doi, observed 2026-05-21T22:34:23.747007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e046ab38-31a2-43de-a312-cbe6c2f97733 · outbound
This paper cites Private-Library-Oriented Code Generation with Large Language Models.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Private-Library-Oriented Code Generation with Large Language Models
Reference 73
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.551963Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c5d2573c-0a88-4f89-b7ac-d997bfff45ce · outbound
This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
Reference 74
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T22:34:23.749953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b6051c42-d838-4187-a350-a425533d7524 · outbound
This paper cites LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation
Reference 75
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.531945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 17449b03-e60e-46e9-a7bd-7544b8a057a4 · outbound
This paper cites Retrieval-Augmented Generation for AI-Generated Content: A Survey.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Retrieval-Augmented Generation for AI-Generated Content: A Survey
Reference 76
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T22:34:24.523000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 84742c1c-108b-4c31-a49f-3433fa917cf5 · outbound
This paper cites Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models
Reference 77
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:23.740552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c074f0e5-85c3-4563-bb1c-de1a3dcbaec8 · outbound
This paper cites Can LLM replace stack overflow? a study on robustness and reliability of large language model code generation.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Can LLM replace stack overflow? a study on robustness and reliability of large language model code generation
Reference 78
- Resolution
- verified exact
- doi, observed 2026-05-21T22:34:23.726370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c010d0c8-3d74-4127-84a9-fc61b1c7944f · outbound
This paper cites BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Reference 79
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T22:34:23.735845Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2cc9907f-0d7c-4a85-9c83-ba3ff7b1cd33 · outbound
This paper cites Identifying and Mitigating API Misuse in Large Language Models.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Identifying and Mitigating API Misuse in Large Language Models
Reference 80
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:34:24.539759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ebc563d0-b65d-42cc-8deb-a568df01007e · outbound
This paper cites @esa (Ref.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries @esa (Ref
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T22:35:42.919943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8f042f27-03d4-43de-ac69-5cb6487dc715 · outbound
This paper cites an unresolved cited work.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Unresolved cited work
Reference 82
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T22:35:42.934788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 75685977-af31-4d3f-8833-643c66447af1 · outbound
This paper cites an unresolved cited work.
Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T22:35:42.921921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation ab1c2b1e-6204-4830-854a-0980ece6bfcf · inbound
Hallucination Inspector: A Fact-Checking Judge for API Migration cites this paper.
Hallucination Inspector: A Fact-Checking Judge for API Migration Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T02:04:45.181600Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b12f3295-f23e-4aeb-a9ed-044e2d08c4e9 · inbound
Beware of Agentic Botnets: Scalable Untargeted Promptware Attacks via Universal and Transferable Adversarial HalluSquatting cites this paper.
Beware of Agentic Botnets: Scalable Untargeted Promptware Attacks via Universal and Transferable Adversarial HalluSquatting Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-07-09T11:16:11.413130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 94f40f5f-85f8-4555-9184-2006a0b86b25 · inbound
A Taxonomy of Confabulations and the Perception-Reality Gap in LLM-Assisted Immersive Scene Editing cites this paper.
A Taxonomy of Confabulations and the Perception-Reality Gap in LLM-Assisted Immersive Scene Editing Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T03:19:36.032136Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.