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Paper Citation Record · LEDGER

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code

As of 9 August 2026, this Paper Citation Record lists 100 of 114 outbound references and 1 inbound Pith citation observation for arXiv:2605.13280.

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

pith.paper-citation-record.v1
2605.13280 v2

Coverage vector

measured 100 of 114 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:12:38.175320Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

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

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:09:50.330562Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 114 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 299428bd-8e82-4feb-aaa1-86f1c896e1d0 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:26.910471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:26.910471Z digest=sha256:6fde337f53dac0d96f0ad4f43c1793e09f5851d5fcc3a667e87e0f6c8e79f6fa

Observation 7265a13c-9426-480e-a0ad-e67b08144c7e · outbound

This paper cites GPT-4 Technical Report.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code GPT-4 Technical Report

Reference 2

Resolution
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no resolver link, observed 2026-08-04T05:12:26.981151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:26.981151Z digest=sha256:839288c529a9d4a5f925ff3fd6a57f89135a73f2b95293a91a41cf31461b7df0

Observation 744b59f2-658b-43da-a6b1-b8dc67e30ab9 · outbound

This paper cites An Empirical Study of the Relationships between Code Readability and Software Complexity.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code An Empirical Study of the Relationships between Code Readability and Software Complexity

Reference 3

Resolution
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no resolver link, observed 2026-08-04T05:12:27.060639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.060639Z digest=sha256:19d9f57c73b22d5d72c449f306c7154fef957137cf2ac53af6f1b831efb14200

Observation 03f4fb19-7804-4ef9-a658-44073d01e381 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.123150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.123150Z digest=sha256:fbd88f0cb71da2ac51cb9ce24178f9b809e21ee259f4a292583ae733fb84cb82

Observation 82d666f7-be45-47d3-8d24-ebcd5357dc0b · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.185580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.185580Z digest=sha256:446e0c449555803d34b11a301db91fabd4aacbfe551dcd5fafc9a578c7f1cbb7

Observation 5bf620d8-c08f-403f-96c7-fd9e4d376ac4 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.229868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.229868Z digest=sha256:709367aef013177d8a427894bb3b8aa4a47ad744cfbf6ca54bdd708acc231408

Observation f1136642-1f95-4402-bbf1-8f2dd611b07d · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.279634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.279634Z digest=sha256:65655e95052246a606f15c3fe81c471c459175c3c056050f77971e0a2530287a

Observation 50d58f40-bd9e-4242-8e52-656d5b5779a6 · outbound

This paper cites Program Synthesis with Large Language Models.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Program Synthesis with Large Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.326983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.326983Z digest=sha256:f57d76e47cb9a6b71608fe34dbc846faba61d8ab652cd07e15beb75f60104c4f

Observation 6954d698-e6c9-43df-9f41-a67e7c22ff0c · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.433963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.433963Z digest=sha256:e03d0d2fbf2fe9f3be6d218251bb7ee5798e83a2a9e0eaf151710eaa9224be5f

Observation 9b03d003-e1b2-4ac6-a715-680338488401 · outbound

This paper cites 2006.Pattern recognition and machine learning.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code 2006.Pattern recognition and machine learning

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.526628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.526628Z digest=sha256:0df0ee06d31ff1a480c27af6bef48886bccf1d91ba126d3e765e1d5d0d04b2b5

Observation 3b8541e1-49ff-40a6-80f4-2b73ac881555 · outbound

This paper cites O’Reilly Media, Inc.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code O’Reilly Media, Inc

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.575659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.575659Z digest=sha256:2fe6ce85f5408565cf527f0a143237860b00a200c934c23e833d6782e13deeb5

Observation 4fbd1716-bf6d-46b4-a81a-af9c54fc0ee3 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.631893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.631893Z digest=sha256:1415ab7fb7d6c5cb158dd8373ef26101b61af8ac224e7500c6f6ab74a0549ed6

Observation 37c49638-6897-4dc9-8617-cb0a822f570c · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.676361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.676361Z digest=sha256:6fe4c0d807bacc49b1a9e3de87320ed782752b21b5b7c8863510d935ab61f1ec

Observation 6beebf2c-a514-4282-82fd-d356cf32a5f0 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.762663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.762663Z digest=sha256:43094245267c5f2eabc5f300e52c27160b0eb4459413f208554e0ac806e50917

Observation 03c3f1bf-a312-432a-8c61-ffa6f195ab42 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.804501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.804501Z digest=sha256:76b9f5f2142472a8b1137b5cc79d744eb8bf877dc4f70f0c8635c20121d87367

Observation 1ee09357-7e24-4539-8bb2-417453053ff3 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.878049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.878049Z digest=sha256:53d442debcebec6374b1aa6fc0d905c424e4db7b6bc45b295e03ecb1a2bd3b58

Observation 91858e05-837a-4a1d-8362-6cc95f1b8d1d · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Evaluating Large Language Models Trained on Code

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.924096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.924096Z digest=sha256:949b9740d446175d739b8c1577442f82b6f4200b5b968562413d9ba634e88724

Observation 894890b6-4e48-441b-ae51-260ad8ffec45 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:27.977517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:27.977517Z digest=sha256:f085f3b75abdb7565b2b1d6f0d13927b8a7d30986fd8eb7e79a243d839a868f4

Observation 615a2976-6f7d-4697-8587-1f631380a997 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:28.072441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:28.072441Z digest=sha256:b8043e326930d56990d85ad91a8aca50c8d643a74f3b23fa58ee0d6f7aaa2845

Observation c7eebd76-bb87-4d99-ab09-4800b2a6ffed · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:28.188591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:28.188591Z digest=sha256:e200a0297141acff204e699d56b9720b9f4be92a90117897d39d3a215f383c5f

Observation c237cfe3-282d-404f-82a3-bfefcea4c967 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:28.307922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:28.307922Z digest=sha256:bd64a9f4bc32f0dac03890435aef6f00bc131c1a9bf28bc65144eea925c5da7e

Observation 27b1601c-aea8-441a-a46c-835882ece550 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:28.399428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:28.399428Z digest=sha256:774450d757fd7ca02ad1e3e72e41fa2978b4dc9bcf325edb10832cc995d8fb05

Observation 81d43140-9864-4e4c-a1d9-6a167bb2a2d9 · outbound

This paper cites 2011.Software development and professional practice.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code 2011.Software development and professional practice

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:28.587881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:28.587881Z digest=sha256:88971eadd94630f894102bc0334b1b2047e9aec4454128c6bdafd04396e744b6

Observation c72894d6-079a-40bb-a19e-d7318006a6e2 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:28.731580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:28.731580Z digest=sha256:2eae8825b41d88e1254cef97f835e4d9619a25c5f8bf5843acd30c0f1871301c

Observation 8552d2f3-367a-45b6-8e82-bf2eb7d2c8d1 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:28.855886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:28.855886Z digest=sha256:c8bd64c8740b30e27f130cdb767e589e4d00320990a71dadc76a74d693e53cb3

Observation 6087ab8d-c007-4c29-ab88-31d2ac605b4e · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:28.992298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:28.992298Z digest=sha256:b233d3475a12c9f9ea67ccf9b01428ab427b610c17d4be6a995e2d0350a377be

Observation 9a91f609-801a-48f6-9f02-0f22fd7d34c1 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:29.152033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:29.152033Z digest=sha256:3f07cfa57ba5ff42c27756e10482a21c2e32043f37d514ed1a4b0ecea16def18

Observation be3e482d-0f4d-40f3-996e-55a863902782 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:29.251366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:29.251366Z digest=sha256:fb0f0e821a33bf5ff639387338a17d409a1e68abd96fc36fa024dd1d551809fb

Observation b3837eba-aeba-4c0c-8ea2-cec3b96fcc9f · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:29.356477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:29.356477Z digest=sha256:5ee205450e78817f0ae7178005909491df3bb31c47436b093cd54f488e0d425f

Observation 8298c7d6-c84a-4590-8d53-a6e1ab96d52e · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:29.466160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:29.466160Z digest=sha256:b838f754b812f746a27765fe66f5d6bd5ec7f84a6b765ceb2db2c248708f645a

Observation d020f02d-685a-4391-8588-25d3e6ae9aba · outbound

This paper cites 1977.Elements of Software Science (Operating and program- ming systems series).

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code 1977.Elements of Software Science (Operating and program- ming systems series)

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:29.592096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:29.592096Z digest=sha256:cb959e9eecdf825abab7a5f9e55506ef479f2d310dc1e0e1dd57704f7a0fcb1a

Observation 6b3038d7-d7eb-4fa3-acfc-af3583fb21ab · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:29.683632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:29.683632Z digest=sha256:c49663e17a69bb5d3257a82c91658538039cba5d09e1c3906d02130b2fb31c22

Observation bc3eda96-7ba5-4c52-9531-10412b526108 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:29.766996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:29.766996Z digest=sha256:78acbc10f7b5986c4bed56d7e2cb0db32e077857c02a8d4a83e5e243a23b1070

Observation 28ce0e02-a013-4eb7-b6a5-b88e0d9c4812 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:29.850615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:29.850615Z digest=sha256:9b0d71586ade27d888c98babb380dc3f2ad8ab2f6a70d55c12674f0476fc6936

Observation ecb07480-eb60-49b7-b9e3-a4669cfdd84b · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:29.921672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:29.921672Z digest=sha256:3d234f432ff35112cedb4d48fddce93252a1b1f518e246f541234471778b41e0

Observation 980a0ab7-8018-48cd-b898-afe2f96ba3a8 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:30.042329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:30.042329Z digest=sha256:a14c567dd7109c9e941802f5e3bcc50e5ff4439172863b5ccd295a9736c9a4e9

Observation 8f8ca830-094a-46b2-b904-257d37a987a0 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:30.216468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:30.216468Z digest=sha256:7b4ec9da55660e67eb4bbc37ebeed65c003bd14e29c0c9e055ea3fcc3df3376e

Observation 0c792edb-c9eb-4f58-8325-552899c36719 · outbound

This paper cites InProceedings of the 39th IEEE/ACM International Conference on Auto- mated Software Engineering.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code InProceedings of the 39th IEEE/ACM International Conference on Auto- mated Software Engineering

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:30.118353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:30.118353Z digest=sha256:ef8af851a1205838599c03a7843eb6a8f33d9f60b4e512fef71aec2c85c14854

Observation 8d508444-c128-4655-9e98-038c3a522fa0 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:30.356515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:30.356515Z digest=sha256:14833d81e0662fe382c98deec768fe4c6d6a2c4ab4c61c96fbdcee009110a572

Observation 5669f16e-a8ff-4363-b761-ab5d41daa914 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-04T05:12:30.293942Z digest=sha256:417de7f36356c1326bc5b63cfd12687647cf4083ed7ed23852d593b5dd825b76

Observation e292b768-6ef0-4090-8c78-11d6baa5fa56 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-04T05:12:30.557635Z digest=sha256:95fa42c644a6032b8b87cbac4362f6a4ddd09871b3fa4a5e34f308858cef6ed6

Observation d41e743f-4159-4617-963a-cf3b3be0819b · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-04T05:12:30.481647Z digest=sha256:ef9d36c6ee4b7176163634a079c28aa9a5365a98d7ab3db55bac62592cf31b7c

Observation 282a816e-a9df-47df-bcbe-609895042aee · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-04T05:12:30.965059Z digest=sha256:31498aa311ef026c5a3bea40e57b945cb0862ad6e9f060f6d130a598e85bf50a

Observation 8dcae4c4-67ca-425c-baec-fce36c1a0e03 · outbound

This paper cites Identifying Inaccurate Descriptions in LLM-generated Code Comments via Test Execution.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Identifying Inaccurate Descriptions in LLM-generated Code Comments via Test Execution

Reference 44

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no resolver link, observed 2026-08-04T05:12:31.159125Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:31.159125Z digest=sha256:1867fb7839d2b95d5c73f697f4f9dcf3a4cba3aea77767226025f3a2f60fcabb

Observation 89fbb7c5-2441-4028-8c67-6d56140cbd36 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-04T05:12:30.747585Z digest=sha256:20403bdbc650de1bcc04c37c0f75aa7b2226088ae2ab574bddb7319f202551ac

Observation e4f90417-9eee-45c2-9371-4671cb6ff4a8 · outbound

This paper cites From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future

Reference 46

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source=pdf_text observed=2026-08-04T05:12:30.851409Z digest=sha256:9a54c0131e2c31bbc23a9b0085cd92c4b41d4f15f3531aaded02de4692747791

Observation 94bad432-5c08-475e-8687-278bc14c73f0 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-04T05:12:31.498321Z digest=sha256:7f0497454feb65b0ff821fa8e96623fdcb96a8c1bd250952800bf5b9b63042e3

Observation 38c9d063-2f7f-42d7-b737-9bfa7f7ac916 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 48

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no resolver link, observed 2026-08-04T05:12:31.634262Z

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source=pdf_text observed=2026-08-04T05:12:31.634262Z digest=sha256:207f64a855ebe81412d912b1eaf4d0ae58a618a535a873cddab618896d00a9c1

Observation a0948484-d11c-4d39-a792-86b4e24cd5a9 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-04T05:12:31.803970Z digest=sha256:47961094c15bf963866d342fbe600a7b993438775736813e5f827c854300a233

Observation e0c8fb02-b5dc-4d68-811f-73bad4b03abb · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 50

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no resolver link, observed 2026-08-04T05:12:31.259772Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:31.259772Z digest=sha256:77d95d04e0bd907cf038fb0bad8e1297bcceecea3a287844dbd10aa4f311e65c

Observation 717c738a-28db-49f3-95e6-d3f405aa58ba · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 51

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no resolver link, observed 2026-08-04T05:12:31.348599Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:31.348599Z digest=sha256:8d1521f0947b2cd130a10f043943fa2f075510b6ffefcc15f4560d89415315ab

Observation 951a7ddf-4b82-49ed-97cd-d282035b19a2 · outbound

This paper cites Comparing Human and LLM Generated Code: The Jury is Still Out!.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 52

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no resolver link, observed 2026-08-04T05:12:32.159210Z

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source=pdf_text observed=2026-08-04T05:12:32.159210Z digest=sha256:9e89ea7f2ea84f6aafbcd72ede868e23e18d5a83af9127347b7f3ca5cd8d9eef

Observation 27930b82-3b72-4bf6-bd2f-ea041fabc74d · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 53

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no resolver link, observed 2026-08-04T05:12:32.317181Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:32.317181Z digest=sha256:a1643f5f0cf12b772cb75d8849a7c3fa09df212beff1f1ae377bc34dbe765ecc

Observation d4f93c19-ae8d-4876-a4bd-96eea0610254 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 54

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no resolver link, observed 2026-08-04T05:12:32.448848Z

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source=pdf_text observed=2026-08-04T05:12:32.448848Z digest=sha256:a990f0b0dce5bf8def82b3167807e1959a6bc4bbac814a3647776f2e5249febe

Observation 55d06367-0799-4b9c-bbb8-cf0943988271 · outbound

This paper cites StarCoder: may the source be with you!.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code StarCoder: may the source be with you!

Reference 55

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no resolver link, observed 2026-08-04T05:12:31.890376Z

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source=pdf_text observed=2026-08-04T05:12:31.890376Z digest=sha256:f315d6fa411848949337017885c84d829f3736d8591c4dab5a05bb3004878c57

Observation 5ef663b8-de6d-4b05-ab15-dfb3eb30581a · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-04T05:12:32.009090Z digest=sha256:d8cdbfa448f932c0f8ecc9a4e3966e91216d3e6a28df4846e9626c8d4a6d6149

Observation 65949874-8fe8-4b38-b4f6-118eda00d0fa · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-04T05:12:32.855257Z digest=sha256:b342a390ae1282a023791a57cd047dd34ac0c790a67e3c98d8db818a21abbd11

Observation 55908f2c-dc27-476b-82f6-cad7adb849cf · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 58

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no resolver link, observed 2026-08-04T05:12:33.031933Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:33.031933Z digest=sha256:d5b840c0db0beccf176b4f1b6e00d93cebfec8b1d2bcdde3380be30fe5727003

Observation 5110ea83-7337-4034-8080-1de11792a525 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 59

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no resolver link, observed 2026-08-04T05:12:33.115370Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:33.115370Z digest=sha256:4c00ba755ca3d97466b1fe260607beabe594bbb183332fdcd477600fb08d7da9

Observation 9b602930-3d99-42c8-a10c-8b1801a4df6f · outbound

This paper cites CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Reference 60

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no resolver link, observed 2026-08-04T05:12:32.611345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:32.611345Z digest=sha256:41d1cded49eb77c14832ba360fb7787139ab82023108d8b458bd136b6e1376b8

Observation 720282c0-edbb-49d1-85a5-7fa3f3c3ea6c · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 61

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no resolver link, observed 2026-08-04T05:12:32.767464Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:32.767464Z digest=sha256:9afab99e25b20d720518f6537af02c986691cba7ad5bb27d73599714da195fba

Observation 5a4da0ec-a30a-475a-86d6-aa2e2f503ee0 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 62

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no resolver link, observed 2026-08-04T05:12:33.321892Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:33.321892Z digest=sha256:95c0f9b82860de95481fba22374cbd43fe867a875cfc4068b3ca4492caca6db0

Observation 74f4429e-3ed0-41b4-94c7-d9b78c422b4f · outbound

This paper cites In2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR).

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code In2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR)

Reference 63

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:32.922213Z digest=sha256:99297cc82041bf13183fd45a7b5d4869d81b94139647da04ffa34a177de9c596

Observation b850b3f8-b7b9-448d-86d3-6f81f7260409 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 64

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no resolver link, observed 2026-08-04T05:12:33.592944Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:33.592944Z digest=sha256:1934fd2bf5a5cd786e5519ed61640a14988bf6f62404318084a1dd7a58b7861c

Observation c90ac57a-8777-4f65-99d5-f29fa3ea53bb · outbound

This paper cites 2007.Beautiful code Leading programmers explain how they think.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code 2007.Beautiful code Leading programmers explain how they think

Reference 65

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no resolver link, observed 2026-08-04T05:12:33.770182Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:33.770182Z digest=sha256:a0716ae2a4ee9c77701657c7dc8a6806b72721906b3d67cd247fc56d90a47df9

Observation de7df401-c4d7-40ef-b6d5-6b87246ca002 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 66

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no resolver link, observed 2026-08-04T05:12:33.187494Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:33.187494Z digest=sha256:56b81b031c550f7f1dd5b65d78304dade0a291aade44e487832db2ca6b7f6d1d

Observation c8839c44-6cec-42f7-aa21-985bb1a6359d · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 67

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no resolver link, observed 2026-08-04T05:12:33.259078Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:33.259078Z digest=sha256:22c590b2202e353f3610fd4a227add7f74c9ae588af88776fa0f296b547daae4

Observation 28cc3081-0351-4d72-a848-88a331da875e · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 68

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unresolved
no resolver link, observed 2026-08-04T05:12:34.236592Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:34.236592Z digest=sha256:ebf878ef5ef535d9886660050919b2bf918015cc280d6ef420cd1df62de257f7

Observation b8ea5157-7d73-41e4-b9f8-e9bbf85f1530 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 69

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no resolver link, observed 2026-08-04T05:12:33.469206Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:33.469206Z digest=sha256:33739cc9041c449d50fc9a6281620fa84f76f2b27b35941009589519fd4eb3d9

Observation 4d403019-01b3-416c-b500-2c3be7be005d · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 70

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unresolved
no resolver link, observed 2026-08-04T05:12:34.644317Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:34.644317Z digest=sha256:21848075b8ff743c9f8bdaf3a689072224ac0717354c3d5848a7e796f502a951

Observation 43969daf-6913-48cf-a479-d1412b845537 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 71

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no resolver link, observed 2026-08-04T05:12:34.945130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:34.945130Z digest=sha256:7a4a6c76b2feee7dbd2ee52b7bc7eeb2f21c3cd090664e352e1d6928e3021852

Observation 8ef40b9b-531b-4727-bc8b-7facef408b23 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 72

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unresolved
no resolver link, observed 2026-08-04T05:12:33.909536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:33.909536Z digest=sha256:c9c24209fa6625382e8ec80f3a9b4dd911b0c1851ea46a53439765a8b73705ed

Observation 7eea0baf-8921-48bb-a355-74621bb730b1 · outbound

This paper cites The Hidden Cost of Readability: How Code Formatting Silently Consumes Your LLM Budget.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code The Hidden Cost of Readability: How Code Formatting Silently Consumes Your LLM Budget

Reference 73

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no resolver link, observed 2026-08-04T05:12:34.090351Z

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source=pdf_text observed=2026-08-04T05:12:34.090351Z digest=sha256:0750e838534120f4a92ec0226800e0552a17d547148c8c9e9372659e026e7116

Observation cc1bf747-d4d2-46f8-ad53-9bde878f150c · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 74

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unresolved
no resolver link, observed 2026-08-04T05:12:35.366774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:35.366774Z digest=sha256:964a011f803859abf3e2357b2df5beb8bba24a06eefd5fb75032a84b83a5a40a

Observation dc7ded52-1924-4ae3-87e6-34ac17621865 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 75

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unresolved
no resolver link, observed 2026-08-04T05:12:34.441308Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:34.441308Z digest=sha256:15d3a9db4e899cd5ecca037dff6d1a36d75d49fcac824bcb953fb0de45dc3a32

Observation edb79e01-bd96-4d49-9594-4d84b31a7cab · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 76

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unresolved
no resolver link, observed 2026-08-04T05:12:35.641508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:35.641508Z digest=sha256:1af3d0a87ba48e095c8aff556f7db2483d78c802ecf4a5ae81fd2d5b2143538c

Observation 458a029d-a3de-4ac5-ad26-e5b208817769 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 77

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unresolved
no resolver link, observed 2026-08-04T05:12:35.866347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:35.866347Z digest=sha256:1acae69389f21c1a2c19992d8cacffdc89cf51acd1b85457c16eaed4b7d62053

Observation 821b0cd7-f1d4-41a4-a49a-edf6b697affe · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 78

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unresolved
no resolver link, observed 2026-08-04T05:12:35.949240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:35.949240Z digest=sha256:16737595821ea2350cfc25daafafd1f3f44ba9057b95de59cb47a3369e2d6c2d

Observation c1d770a5-95d1-44fc-8c77-22b6ad431ffd · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 79

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unresolved
no resolver link, observed 2026-08-04T05:12:35.068629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:35.068629Z digest=sha256:b4a9ad8c5213dd832df02b65310b95cbcddbc2157086dcfff6d5b16a67a88bc4

Observation 7662dab4-27e2-47be-9e79-125eba4fcfd9 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 80

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unresolved
no resolver link, observed 2026-08-04T05:12:35.206829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:35.206829Z digest=sha256:5e508c459d00dcc52412350c0b438c533c1ed7d2cd17e9320ee8fa6562f2f232

Observation 93ed5c6e-9bb9-4646-afe0-c08f3de54b2c · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 81

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unresolved
no resolver link, observed 2026-08-04T05:12:36.225106Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:36.225106Z digest=sha256:a2eca29147d96bafb6f93ee50c7b69debc9c97c1e211e2bc31f2e46762fad62b

Observation 57ec5cf5-2603-450e-965c-a986d07e87c3 · outbound

This paper cites A Survey of Hallucination in Large Foundation Models.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code A Survey of Hallucination in Large Foundation Models

Reference 82

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source=pdf_text observed=2026-08-04T05:12:35.515794Z digest=sha256:1a60422869b3e0b177f108e21c71a91966e64efe9c328f865f7587fe16674574

Observation 5c1bd4b4-28c8-43ea-bc2a-d3882ad79558 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 83

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source=pdf_text observed=2026-08-04T05:12:36.386814Z digest=sha256:d51a0ae706cac0d6504b099e4fb4c5e85b2aa433fb6f3e277ad822847ad0d5ba

Observation 4949c998-620a-408b-8f10-4e019460e9a9 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 84

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source=pdf_text observed=2026-08-04T05:12:36.482892Z digest=sha256:f97e31f13c8916f299e805563113ee5aaa2121b6a9423c0e3d38bf51b62b7b08

Observation b2086a91-23f7-475c-8cfa-969e8147b518 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 85

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no resolver link, observed 2026-08-04T05:12:36.545859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:36.545859Z digest=sha256:fc3b93d4ce8c4665a868d4eac71b1cef66b7ac3fd5819be7e00075638ab3f290

Observation 0fdd7343-91da-4943-964e-4c1bee54e6da · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code LLaMA: Open and Efficient Foundation Language Models

Reference 86

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no resolver link, observed 2026-08-04T05:12:36.642100Z

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source=pdf_text observed=2026-08-04T05:12:36.642100Z digest=sha256:c9fb4210e41ad686d14f2c1ff66135d19b21b29602ac657319159f39b1b80f55

Observation b23b2bca-48fe-4984-97de-38aa22531de2 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 87

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source=pdf_text observed=2026-08-04T05:12:36.054613Z digest=sha256:c17d4a7985e4c38bda82a31356408944a19b7febe1d1d5f102022195e93f6f5e

Observation ab96368f-5ad4-42ca-9d31-9b98ca21d44a · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 88

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no resolver link, observed 2026-08-04T05:12:36.117354Z

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source=pdf_text observed=2026-08-04T05:12:36.117354Z digest=sha256:d9ded267d5fdc73269eb6f3e4b7da2d4d87f6a17bf74697375d3892b9336e1cd

Observation 0c7f5b98-0ccf-4733-a271-d8a525b65f6f · outbound

This paper cites LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-based Code Completion.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-based Code Completion

Reference 89

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unresolved
no resolver link, observed 2026-08-04T05:12:37.014601Z

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source=pdf_text observed=2026-08-04T05:12:37.014601Z digest=sha256:618d7ccd64301de174fdbc8c1f86e7c0e58229fb59795934c683bc07f0415b87

Observation 961390b5-f3ec-472e-a2b4-89327a0a0072 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 90

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no resolver link, observed 2026-08-04T05:12:36.324524Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:36.324524Z digest=sha256:4b7de7eb5d94b18e0377aa2f014cea759a8f7db2f41536f49835acc7f322000a

Observation 31de7003-5fe3-4d0d-a42d-4e6a0b03eed5 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Finetuned Language Models Are Zero-Shot Learners

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:37.145642Z

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source=pdf_text observed=2026-08-04T05:12:37.145642Z digest=sha256:2a101c9e476d2c7e26979d7c85fba139d8336b62a07fcb2c3c8933febdce8456

Observation 565ebaf2-b477-41ec-b811-4cf87fb1b554 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:37.263942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:37.263942Z digest=sha256:ae3d1325ef56fa2bd24154140ed0587ceb8dd1dba70cdde4c80465ab2c9dcb75

Observation 43df76c1-22c1-4733-a782-7483a560aa5a · outbound

This paper cites A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:37.309561Z

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source=pdf_text observed=2026-08-04T05:12:37.309561Z digest=sha256:33b20120ee26822ceb0a9e466159e697733a5d1bac7e485a35d5a2f531695eeb

Observation 6dff2c4f-83a0-4536-8387-d71e48f115de · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 94

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unresolved
no resolver link, observed 2026-08-04T05:12:37.381062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:37.381062Z digest=sha256:d5b27fc10d60831dcd1a586ae358851e1fd08f217017bd88c8562f2e265be91f

Observation 69fa7fef-0b83-44b6-8129-886a99576725 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 95

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unresolved
no resolver link, observed 2026-08-04T05:12:36.732095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:36.732095Z digest=sha256:6edaba69c5c3fdf5185adc65502b3ebca2a8288772a88567b77031e1cf0aac15

Observation 4478bca2-304e-4352-84e5-35f888ef4f7e · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:36.823947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:36.823947Z digest=sha256:9c9c1c6685da815e04b3a2af5887232184f04af12302be7fb143585b76dc6b62

Observation 7ec42f1a-2806-4ea5-8e24-71ae79557779 · outbound

This paper cites Personalized Code Readability Assessment: Are We There Yet?.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Personalized Code Readability Assessment: Are We There Yet?

Reference 97

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unresolved
no resolver link, observed 2026-08-04T05:12:36.926535Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T05:12:36.926535Z digest=sha256:96c15a4c8a268d6164ee659d1c3432a34854b2978dc26d84d41814eef23a2391

Observation 4828a0ac-9868-43f8-b79b-74f955d98528 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 98

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source=pdf_text observed=2026-08-04T05:12:37.959444Z digest=sha256:72cec1ed1d18e1bb4685acdcd63466a73f41f686c087a22f05d495841f1e9660

Observation c43b0e7e-15d4-4683-abd5-fe7047ea0178 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 99

Resolution
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no resolver link, observed 2026-08-04T05:12:37.083989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:37.083989Z digest=sha256:b4287dc4d43a0239ff7bc57d4ec97ab69ad75a62e2173e5e0d92b50df9c4b7bd

Observation 99425b7a-5b7f-475d-98cd-2f5d6d4d9421 · outbound

This paper cites an unresolved cited work.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Unresolved cited work

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-04T05:12:38.175320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:12:38.175320Z digest=sha256:688c6222929fe9da98051200805f8e3ba71b41a75d4a933fd551aaf449f90368

Pith citing papers

Observation c7e7de69-9ce8-4f57-8990-4dab886b69f3 · inbound

The Hitchhiker's Guide to Monoculture cites this paper.

The Hitchhiker's Guide to Monoculture Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code

Reference 37

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no resolver link, observed 2026-08-02T07:09:50.330562Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:09:50.330562Z digest=sha256:6abae0668f6d82fc7778572b3b19ebe36e21ed27dde895d4cd465adefbd61825