Paper Citation Record · LEDGER

Rethinking Code Complexity Through the Lens of Large Language Models

As of 9 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2602.07882.

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

pith.paper-citation-record.v1
2602.07882 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:32:07.864648Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

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

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T07:39:03.430900Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T07:39:50.239133Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fdb3249f-19b4-4388-ae9e-b2a17ab33dde · outbound

This paper cites U., Tushar, M.

Rethinking Code Complexity Through the Lens of Large Language Models U., Tushar, M

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.761119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77a92115-4217-42a7-9d97-8fdc17d990da · outbound

This paper cites DeepSeek-V3 Technical Report.

Rethinking Code Complexity Through the Lens of Large Language Models DeepSeek-V3 Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.787706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0ebe482-d1b8-435e-9d1a-3ab47a0c50e3 · outbound

This paper cites B., Galstyan, A., Wells, A., Schwartz, R., Huerta, E.

Rethinking Code Complexity Through the Lens of Large Language Models B., Galstyan, A., Wells, A., Schwartz, R., Huerta, E

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.791995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b80234d8-8c13-4075-9ecc-081d911d5dbd · outbound

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

Rethinking Code Complexity Through the Lens of Large Language Models DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.800429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78470649-162e-434d-b6bc-f3c0dde766ad · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

Rethinking Code Complexity Through the Lens of Large Language Models LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.813569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c6741a3-c7f0-4d26-98a3-8f8d38cea049 · outbound

This paper cites C., Vinh, H.

Rethinking Code Complexity Through the Lens of Large Language Models C., Vinh, H

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.818491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e15532a3-3cea-4649-a469-0fcb2d2da3ab · outbound

This paper cites Entropy-gated branching for efficient test-time reasoning.arXiv preprint arXiv:2503.21961,.

Rethinking Code Complexity Through the Lens of Large Language Models Entropy-gated branching for efficient test-time reasoning.arXiv preprint arXiv:2503.21961,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.822133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46501164-fe3b-4770-880c-24a1ed628f5c · outbound

This paper cites CodeMind: Evaluating Large Language Models for Code Reasoning.

Rethinking Code Complexity Through the Lens of Large Language Models CodeMind: Evaluating Large Language Models for Code Reasoning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.826205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c76458d-cdf4-4b1f-863f-508ec862548f · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Rethinking Code Complexity Through the Lens of Large Language Models Code Llama: Open Foundation Models for Code

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.834093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 331077e5-902e-49a6-bd76-8536041194c0 · outbound

This paper cites Enhancing llm-based code generation with complexity metrics: A feedback-driven approach.

Rethinking Code Complexity Through the Lens of Large Language Models Enhancing llm-based code generation with complexity metrics: A feedback-driven approach

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.838034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f6ce121-2525-4dbc-9a24-e61fb5b0e384 · outbound

This paper cites From code to correctness: Closing the last mile of code gen- eration with hierarchical debugging.arXiv preprint arXiv:2410.01215, 2024a.

Rethinking Code Complexity Through the Lens of Large Language Models From code to correctness: Closing the last mile of code gen- eration with hierarchical debugging.arXiv preprint arXiv:2410.01215, 2024a

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.841709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4306843-4110-4325-9334-51cc2c811f99 · outbound

This paper cites Evoc2rust: A skeleton- guided framework for project-level c-to-rust translation.

Rethinking Code Complexity Through the Lens of Large Language Models Evoc2rust: A skeleton- guided framework for project-level c-to-rust translation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.845454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbca5d15-2d58-4f39-95f2-aed192b6c197 · outbound

This paper cites Epicoder: Encompassing diversity and complexity in code generation.

Rethinking Code Complexity Through the Lens of Large Language Models Epicoder: Encompassing diversity and complexity in code generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.849170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e34234b-9aff-4cec-ba67-8f1280768d3d · outbound

This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

Rethinking Code Complexity Through the Lens of Large Language Models DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.852952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b0f9d19-8978-48dc-8505-a83962362549 · outbound

This paper cites lost in the middle.

Rethinking Code Complexity Through the Lens of Large Language Models lost in the middle

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.856818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6731d787-7350-4802-82a0-d73e26d3f72a · outbound

This paper cites In the context of code, control-flow constructs (conditionals, loops) introduce structural ambiguity requiring the model to reason about multiple execution paths.

Rethinking Code Complexity Through the Lens of Large Language Models In the context of code, control-flow constructs (conditionals, loops) introduce structural ambiguity requiring the model to reason about multiple execution paths

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.860934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2658dcdf-82e4-4b4b-a85a-f17a150de77d · outbound

This paper cites Chain structure ( c2).Units are arranged in a linear compositional chain with levels 1,2,.

Rethinking Code Complexity Through the Lens of Large Language Models Chain structure ( c2).Units are arranged in a linear compositional chain with levels 1,2,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.864648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 052fe75b-2332-4867-9b4f-7f9e9b05f959 · outbound

This paper cites OctoPack: Instruction Tuning Code Large Language Models.

Rethinking Code Complexity Through the Lens of Large Language Models OctoPack: Instruction Tuning Code Large Language Models

Reference 1976

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.830196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cefde051-b152-4a3a-98ff-3eeec25f892a · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Rethinking Code Complexity Through the Lens of Large Language Models Evaluating Large Language Models Trained on Code

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.778709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31b89818-5b8e-40ff-b569-749f061bf273 · outbound

This paper cites an unresolved cited work.

Rethinking Code Complexity Through the Lens of Large Language Models Unresolved cited work

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.765931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aacc22f5-baa5-491c-90c1-44a82a8a1457 · outbound

This paper cites A critical study of what code-LLMs (do not) learn.

Rethinking Code Complexity Through the Lens of Large Language Models A critical study of what code-LLMs (do not) learn

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.770148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a696686-9381-4408-9cc3-49b0061e7bd0 · outbound

This paper cites Perplexed: Understanding When Large Language Models are Confused.

Rethinking Code Complexity Through the Lens of Large Language Models Perplexed: Understanding When Large Language Models are Confused

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.783204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f755aa5-d192-4a57-8528-9aeee71b4e6d · outbound

This paper cites DynaCode: A dynamic complexity-aware code bench- mark for evaluating large language models in code gener- ation.

Rethinking Code Complexity Through the Lens of Large Language Models DynaCode: A dynamic complexity-aware code bench- mark for evaluating large language models in code gener- ation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.805008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b819685-a369-42c1-9e32-70cc1d939656 · outbound

This paper cites Nestful: A benchmark for evaluating llms on nested sequences of api calls.

Rethinking Code Complexity Through the Lens of Large Language Models Nestful: A benchmark for evaluating llms on nested sequences of api calls

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.774466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a9256c9-c0e0-47aa-af8c-22789d2ab44a · outbound

This paper cites Qwen2.5-Coder Technical Report.

Rethinking Code Complexity Through the Lens of Large Language Models Qwen2.5-Coder Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.809040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8f3522e-78cc-4f89-bb34-73cba802696e · outbound

This paper cites an unresolved cited work.

Rethinking Code Complexity Through the Lens of Large Language Models Unresolved cited work

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-03T03:32:07.795889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0ed53ff3-1c57-49b0-81ab-72cf855aa11f · inbound

Zero-Shot Vulnerability Detection in Low-Resource Smart Contracts Through Solidity-Only Training cites this paper.

Zero-Shot Vulnerability Detection in Low-Resource Smart Contracts Through Solidity-Only Training Rethinking Code Complexity Through the Lens of Large Language Models

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-28T03:04:45.627631Z

Source-reported events for the cited work

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