Paper Citation Record · LEDGER

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation

As of 12 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 3 inbound Pith citation observations for arXiv:2502.09183.

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

pith.paper-citation-record.v1
2502.09183 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:26:30.942613Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:11:20.669109Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T08:17:37.631562Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy2
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da5c1bd5-1013-45a8-be51-838bf6738e9c · outbound

This paper cites an unresolved cited work.

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:26:31.091579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b3102959-6692-4c7f-b603-8d234d6d3b6c · outbound

This paper cites an unresolved cited work.

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:26:31.080689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9a9fd269-d187-48a4-9fea-f0635113fada · outbound

This paper cites BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions.

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T22:26:30.911183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45078baf-9259-42f6-919c-d319a81c2a2d · outbound

This paper cites an unresolved cited work.

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:26:31.061994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e69eb2e1-c1d8-48c6-8a54-de1e1793ccae · outbound

This paper cites an unresolved cited work.

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:26:31.051639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9e46b81b-56a9-4f93-be68-eb62fb2312f5 · outbound

This paper cites an unresolved cited work.

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:26:31.071496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1e7790ea-37fc-4315-a4bf-a3d9ba77b357 · outbound

This paper cites an unresolved cited work.

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:26:31.041551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f9906167-2d6c-49eb-a221-963c08f251ec · outbound

This paper cites an unresolved cited work.

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:26:31.029920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d01427a4-4981-4fa2-9be6-5816eb0c3d16 · outbound

This paper cites The executive results of the code interpreter and suggestions for improvement are then sent to the AI assistant, and ask AI to generate better responses.

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation The executive results of the code interpreter and suggestions for improvement are then sent to the AI assistant, and ask AI to generate better responses

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:26:31.018696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ac34a5bb-9bda-420f-8766-11ee57acd390 · outbound

This paper cites Note: You must focus on whether the code conforms to the instruction and the correctness of the code.

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation **Note**: You must focus on whether the code conforms to the instruction and the correctness of the code

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:26:31.006104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7cef4583-7443-418c-8b58-aede24d38fee · outbound

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

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation Code Llama: Open Foundation Models for Code

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T22:26:30.902296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38d016a1-d3e2-4dbc-bd5b-f3f73f869447 · outbound

This paper cites InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct.

RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T22:26:30.907290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 15184a7e-b9ef-4a12-bf0a-d4136671b766 · inbound

OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique cites this paper.

OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T18:11:20.669109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d73353c-3220-4953-9140-324f45194dad · inbound

AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators cites this paper.

AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:28.851648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 658ccdbc-c5cf-4513-a04d-4726a6b78b76 · inbound

Bridging the Gap between User Intent and LLM: A Requirement Alignment Approach for Code Generation cites this paper.

Bridging the Gap between User Intent and LLM: A Requirement Alignment Approach for Code Generation RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:17:37.632804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.