Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T06:04:29.885736Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2506.06069.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T06:04:29.885736Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 27b4df05-0ce8-4144-8eef-af6742dd7d02 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 1
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.
Observation f4504d61-1a13-4598-b643-707fccc0b3ab · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 2
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.
Observation 48bc46d6-3813-4a1b-98d0-d84d3a2a1ea7 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 3
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.
Observation 80b4392a-fef2-44d4-a4d2-e50c81c32d44 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 4
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.
Observation 63265952-2b79-4f6a-b11c-059248f32f0e · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Program Synthesis with Large Language Models
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21bd437b-9dd2-4b82-ac71-bb0032c7493d · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Real or Fake? Learning to Discriminate Machine from Human Generated Text
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2f8f71a-5874-4c9b-9e03-6d52bb1d2ba5 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93eac11e-d875-43ed-ae87-6656ca23a3f5 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning On the Opportunities and Risks of Foundation Models
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b56d17bf-0820-4c14-b634-a8c9470d7210 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection
Reference 9
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.
Observation 25ba86cc-3baf-4605-a98e-555b68f03273 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations
Reference 10
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.
Observation ef98e493-4f56-45c6-83ae-8a015bd4b021 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2) (2021)
Reference 11
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.
Observation 0e2ff4ec-5cda-4a36-96e9-57673c3a3b9e · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: International Conference on Learning Representations
Reference 12
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.
Observation 7f72b4d4-5838-4cab-9cd5-be1da0a009cb · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning The GPT-WritingPrompts Dataset: A Comparative Analysis of Character Portrayal in Short Stories
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6c88944-fe24-497a-a247-7d1b73681833 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: Proceedings of the 28th International Conference on Computational Linguistics
Reference 14
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.
Observation 2e1d0700-2bc7-4b9f-95c6-4f2a118e6c6a · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Reference 15
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.
Observation cae73dc2-9169-44d9-94d1-209397e917f9 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Science378(6624), 1092–1097 (2022)
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40eb0932-805d-49b9-b1fc-9d8b1aa5c754 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: International Conference on Machine Learning
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af051c0f-680b-4726-9a45-72f7bd321a4a · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1db60e8-1eaf-43db-8411-7acf345ca431 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: 2023 IEEE Symposium on Security and Privacy (SP)
Reference 19
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.
Observation bbfe9c2e-5556-410f-a38d-0ef9b7bde529 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Journal of machine learning research21(140), 1–67 (2020)
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59e2bd55-1dea-42ae-b004-fd04c312e787 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Code Llama: Open Foundation Models for Code
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6a35e34-6e56-4a9d-82c3-35eb8c885f0f · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: Proceedings of the 47th International Conference on Software Engineering (ICSE 2025)
Reference 22
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.
Observation df3cc6bb-5b56-4d7c-8302-e2c703ac77d8 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 948613be-cf7b-459d-b373-6202bb1a3b51 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning CodeGemma: Open Code Models Based on Gemma
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f09facd6-7412-459c-9558-1e1967d0fb91 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: CEUR Work- shop Proceedings, ECAI’08 Workshop on Plagiarism Analysis, Authorship Identi- fication and Near-Duplication Detection, November
Reference 25
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.
Observation 11e6558d-f757-4ef0-b990-2af68e11bc13 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Hugging Face Blog (2023), https://huggingface.co/blog/starchat-alpha
Reference 26
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.
Observation fd6b69c0-c835-49c9-b4e0-422be606759e · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Advances in neural information pro- cessing systems 30 (2017)
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ad94cb4-6d3d-4690-8906-bba0325b0ff9 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Proceed- ings of the 2021 Conference on Empirical Methods in Natural Language Processing (2021)
Reference 28
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.
Observation 39bf0aad-ab2c-4e05-b23b-c0d02b7a4848 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning One Size Does Not Fit All: Investigating Efficacy of Perplexity in Detecting LLM-Generated Code
Reference 29
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.
Observation 363bc259-d29a-493f-9a28-56f7baec0356 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Proceedings of the aaai conference on artificial intelligence 38(21), 23155–23162 (2024)
Reference 30
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.
Observation bcd5bc4f-f0fa-4313-a5b7-a3b93e29e844 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning The Twelfth International Conference on Learning Representations (ICLR) (2024)
Reference 31
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.
Observation 7091d9cb-005c-4583-a410-7d25398c6a67 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Zero-Shot Detection of Machine-Generated Codes
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3ec9ce9-47d9-4975-afba-10b304dafc5e · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting
Reference 33
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.
Observation 2ff890f8-74a6-4188-83ff-f378299870ae · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning CoRR (2023)
Reference 34
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.
Observation aac47948-1cd9-4ce8-b91d-144760b49f0a · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Advances in neural information processing systems 32 (2019) Detection of LLM-Generated Code via Approximated Task Conditioning 19
Reference 35
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.
Observation d5db39b0-d6ee-4b65-ab43-0c2d1c0127d8 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning You serve as a writing assistant. I will first give you a prompt. You need to tell me a story about the prompt. <PROMPT>
Reference 36
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.
Observation cbb0727b-1c90-485b-b981-2d81e70be51c · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 37
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.
Observation 6fe8b655-fd4a-4122-bfa3-9eca4a688b6c · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 38
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.
Observation fe301fcb-e11a-4cf5-8532-6bc12ee84920 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes") else: print(
Reference 39
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.
Observation 2c97e5db-4d83-4c74-9618-6aa0662bf7fc · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 40
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.
Observation 00539333-636b-44ac-8c56-998f960ed842 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 41
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.
Observation d161846c-29e8-4c1a-89e2-3337ecf39098 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 42
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.
Observation 84e2fe0f-4fb7-4913-9e19-06b7b2aaeb13 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes") else: print(
Reference 43
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.
Observation 6563403f-c003-4e63-ad21-48301aba6afb · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes", otherwise print
Reference 44
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.
Observation 631815ac-7d9a-462e-a799-b25fa3782496 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes" if they are equal, and
Reference 45
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.
Observation 0b10495e-be50-4beb-b3f8-9a9ecf27bee1 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes" if a is equal to b, and
Reference 46
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.
Observation a1fb4e3e-1944-4b55-9eb5-5c67fde9f271 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes" otherwise print
Reference 47
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.
Observation e026e98c-f9b7-43a5-9f73-7e01ac1c4d82 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 48
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.
Observation e5bc1e56-5f19-4189-806f-493311af3867 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 49
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.
Observation cb083e35-9f3e-4b99-8ddc-0ad3480f7bd3 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 50
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.
Observation 38165af9-d2ac-4f49-bd04-a657ce74bc03 · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work
Reference 51
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.
Observation 595ec603-9b20-4361-afb5-876eccb6696c · outbound
Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes" if they are equal, otherwise print
Reference 52
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.
No inbound Pith citation observations are available.