Paper Citation Record · LEDGER

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning

As of 10 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2506.03921.

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

pith.paper-citation-record.v1
2506.03921 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:58:19.996799Z

measured 66 of 66 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 2026-08-04T00:30:42.367874Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

65 of 65 outbound references displayed

verified exact3
verified fuzzy4
unresolved58
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 987684c8-137d-49b4-af43-c1c62dc5c19b · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:21.053564Z

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 59866b7b-22ca-48d9-a918-def9688166d3 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:21.038003Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ee201f1e-92eb-4f78-9054-d74b17d23f58 · outbound

This paper cites Program Synthesis with Large Language Models.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Program Synthesis with Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.464689Z

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Unavailable: canonical work link unavailable.

Observation 26147f4a-e7fa-42ae-816a-25ebd4fd887f · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Constitutional AI: Harmlessness from AI Feedback

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.601751Z

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Observation d70eefb3-6d5d-4c32-b133-b726e607c831 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning On the Opportunities and Risks of Foundation Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.652000Z

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Observation 940e7924-3ce8-49eb-8678-f45bef58cbaa · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.732670Z

Source-reported events for the cited work

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Observation 4eb6b326-7915-4a32-9cb5-fcb61d1f4412 · outbound

This paper cites RAMBO: Enhancing RAG-based Repository-Level Method Body Completion.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning RAMBO: Enhancing RAG-based Repository-Level Method Body Completion

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:58:20.450398Z

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 4f997ebf-e102-44bb-bdbe-f42b4678c2bc · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:21.010107Z

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 3add5363-6c3a-4e97-bc2e-95d5aa902f95 · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.751500Z

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Observation d281b3cc-7060-437c-bd86-7a735bf5b5d1 · outbound

This paper cites Teaching Large Language Models to Self-Debug.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Teaching Large Language Models to Self-Debug

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.756595Z

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Observation dd4a9c8f-f273-404a-b0d0-6bf896aba3c9 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.978644Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f3af7957-5264-4445-9922-29ea0fe9a241 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.963367Z

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Observation f7efcf7d-29f4-41f6-9348-db6b38628a0a · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.934389Z

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 97d82c6d-090b-4c62-aa4d-39b3139c110b · outbound

This paper cites From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:58:20.391682Z

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 2b944b30-d6d0-4c49-a6a5-a56a3aa2a835 · outbound

This paper cites The False Promise of Imitating Proprietary LLMs.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning The False Promise of Imitating Proprietary LLMs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.783581Z

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Unavailable: canonical work link unavailable.

Observation 8bebe573-8c1b-4b51-84ca-9ff5263f1e2d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.787899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa635465-7df5-48e2-bc55-6b64a6085b38 · outbound

This paper cites 2009.The elements of statistical learning: data mining, inference, and prediction.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning 2009.The elements of statistical learning: data mining, inference, and prediction

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:58:20.918115Z

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 adbd47cd-04aa-4409-8efa-1c2c3f7e8a74 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Distilling the Knowledge in a Neural Network

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.797468Z

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Observation 49eeb439-6edb-4ea2-bd2a-f3c59dbaea07 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.903280Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 89608268-f3e8-40a5-8aa8-4ecdceba7555 · outbound

This paper cites QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.806582Z

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Unavailable: canonical work link unavailable.

Observation 2ce2d14c-1130-43ab-be90-7d15acb90d80 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Qwen2.5-Coder Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.811209Z

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Observation 625b7324-0169-4e53-bdd6-58e2633e9f28 · outbound

This paper cites MapCoder: Multi-Agent Code Generation for Competitive Problem Solving.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning MapCoder: Multi-Agent Code Generation for Competitive Problem Solving

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.815773Z

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Observation 90259c39-fc91-4c0b-8053-09f4fd17930e · outbound

This paper cites OpenAI o1 System Card.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning OpenAI o1 System Card

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.820303Z

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Observation ee36914a-42d2-4f6e-927e-19053c15b269 · outbound

This paper cites Mistral 7B.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Mistral 7B

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.824771Z

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Unavailable: canonical work link unavailable.

Observation 05851e7e-973a-49ad-b6c7-6a54c5bb20c4 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.887671Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1fdc31b8-205f-4364-aeaf-ef3e0bd570d6 · outbound

This paper cites Influence of the imposed flow rate boundary condition on the flow of Bingham fluid in porous media.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Influence of the imposed flow rate boundary condition on the flow of Bingham fluid in porous media

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:58:20.230887Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3cbe4bb2-4190-482c-8102-d09aee3c5e63 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.873183Z

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Observation f7fee2d2-77ab-4d57-a891-1a063a4f550c · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.857738Z

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Observation 9f745554-cf7c-4a39-81b3-9071146fbc03 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.840554Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 74e292a9-2c61-41e1-8507-fd39794e8d32 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.825974Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e94317f6-133e-4fcf-b189-4e05c8534b58 · outbound

This paper cites Large Language Models are Zero-Shot Reasoners.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Large Language Models are Zero-Shot Reasoners

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.854719Z

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Observation 37104a3e-7f72-4432-949c-4118ea78e35b · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.811269Z

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Observation 938b4828-3ddb-4865-acd6-552da920fd0c · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.796379Z

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Observation 9304fe38-866a-431c-92a1-fb8ae33b1f0c · outbound

This paper cites RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.868184Z

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Observation 8876432e-2f11-4b87-bbf5-60de5f6c7e41 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.782133Z

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Observation 89aab60a-e946-40fc-8ee8-bc9b783b657b · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 36

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Observation eb442891-13b7-47b6-a44e-8738b40522f0 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.756704Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5fe7da14-61a6-4b3b-b24c-f54ea929682d · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.741516Z

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Observation 1651b6a6-82ba-479d-93f9-c4600bbf0174 · outbound

This paper cites GPT-4 Technical Report.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning GPT-4 Technical Report

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.889786Z

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Observation 3758a582-065e-42db-b5e8-60bab706c70f · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.725542Z

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Observation e1a4a8c2-bb4b-4f9e-99de-43a03756c0aa · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.710368Z

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Observation 2b4287c4-0951-4b1d-8a0c-537a68d5dda7 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 42

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Observation 57d15fd0-1496-48f1-8c1a-d2128934b86f · outbound

This paper cites Qwen Technical Report.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Qwen Technical Report

Reference 43

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Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 44

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Observation 98d811d7-6c58-48f1-8fa8-d58ab4b6660b · outbound

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

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Code Llama: Open Foundation Models for Code

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.915287Z

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Observation 6e00ef65-8135-4d8f-8add-214cd066a514 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.674805Z

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Observation d8814c3c-fb5e-4b20-8e02-4313ad589099 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 47

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Observation 2915092c-6ed9-491c-8435-c6600ffe0bb3 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.649755Z

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Observation f958cc95-943e-432f-bbd9-2d759f668444 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.634302Z

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Observation 62ff42d7-12b8-4986-b920-48ed81c3b0ac · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.942322Z

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Observation 1068f078-581b-4dd9-82a9-bb5642542c20 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:19.946932Z

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Observation 59f6f99b-77bf-4650-b5b6-8b53aea6c152 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.592897Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a6807964-7fd9-402a-aa9c-e4447fe28e36 · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:58:20.576750Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ed8ec959-272a-4e7e-a025-db16e5a2ffdd · outbound

This paper cites an unresolved cited work.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 54

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Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 55

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Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Improving Code Generation by Training with Natural Language Feedback

Reference 56

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Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning w(1+infinity) Algebra with a Cosmological Constant and the Celestial Sphere

Reference 57

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Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 58

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Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Unresolved cited work

Reference 59

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Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

Reference 62

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Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning CodeGen2: Lessons for Training LLMs on Programming and Natural Languages

Reference 64

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Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 2017

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This paper cites InAdvances in Neural Information Processing Systems, Vol.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning InAdvances in Neural Information Processing Systems, Vol

Reference 2020

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Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning InAdvances in Neural Information Processing Systems

Reference 2021

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Observation 48344adb-e471-44f1-bf34-4e34cb3fe80c · outbound

This paper cites InProceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering.

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning InProceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering

Reference 2023

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Pith citing papers

Observation 007bfbc0-c1e3-428e-8d41-34a6d6994263 · inbound

DPO-F+: Aligning Code Repair Feedback with Developers' Preferences cites this paper.

DPO-F+: Aligning Code Repair Feedback with Developers' Preferences Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning

Reference 34

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