Paper Citation Record · LEDGER

Fixing Large Language Models' Specification Misunderstanding for Better Code Generation

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2309.16120.

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

pith.paper-citation-record.v1
2309.16120 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:54:18.202910Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 8fad21bc-f53e-416b-a06a-a8cd778dec47 · inbound

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution cites this paper.

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution Fixing Large Language Models' Specification Misunderstanding for Better Code Generation

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:57:16.383405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c9a94b16-b1f2-4305-9e08-35743fe313d7 · inbound

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

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code Fixing Large Language Models' Specification Misunderstanding for Better Code Generation

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T17:34:43.004269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a554c710-0049-46ea-954d-ba4734fbe82f · inbound

A Showdown of ChatGPT vs DeepSeek in Solving Programming Tasks cites this paper.

A Showdown of ChatGPT vs DeepSeek in Solving Programming Tasks Fixing Large Language Models' Specification Misunderstanding for Better Code Generation

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-23T00:27:17.670487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4096591a-a473-4ae4-9ee9-1d968a51849e · inbound

AdaDec: A Uncertainty-Guided Lookahead Decoding Framework for LLM-Based Code Generation cites this paper.

AdaDec: A Uncertainty-Guided Lookahead Decoding Framework for LLM-Based Code Generation Fixing Large Language Models' Specification Misunderstanding for Better Code Generation

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-19T10:22:14.553273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a3d016d7-67fa-4100-8f21-33a2e7b4bcef · inbound

Reasoning as a Resource: Optimizing Fast and Slow Thinking in Code Generation Models cites this paper.

Reasoning as a Resource: Optimizing Fast and Slow Thinking in Code Generation Models Fixing Large Language Models' Specification Misunderstanding for Better Code Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:18.202910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0d3c8c6-b55a-49ef-ad5e-effa4a22987b · inbound

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback cites this paper.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Fixing Large Language Models' Specification Misunderstanding for Better Code Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.068895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd0b6b36-66f3-4ba8-922c-3432656de2bd · inbound

Knowledge-Graph-Driven Data Synthesis for Low-Resource Software Development: A HarmonyOS Case Study cites this paper.

Knowledge-Graph-Driven Data Synthesis for Low-Resource Software Development: A HarmonyOS Case Study Fixing Large Language Models' Specification Misunderstanding for Better Code Generation

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:38:57.843548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1cd4936e-2cd8-4adf-8ba8-19a5c428ee76 · inbound

Large Language Models for Multi-Lingual Equivalent Mutant Detection: An Extended Empirical Study cites this paper.

Large Language Models for Multi-Lingual Equivalent Mutant Detection: An Extended Empirical Study Fixing Large Language Models' Specification Misunderstanding for Better Code Generation

Reference 90

Resolution: verified exact; arxiv_id, observed 2026-07-02T09:16:48.841778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.