Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T04:31:02.926612Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2508.03487.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T04:31:02.926612Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
40 of 40 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 62ac2159-1770-444f-ba4a-e0943f1ce476 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice A survey of learning-based automated program repair,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82e9fe77-6b38-42a8-8c86-2f93d7768421 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Shaping program repair space with existing patches and similar code,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67afca92-0991-4f6f-925e-4f2320a5d7c0 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Crsearcher: Searching code database for repairing bugs,
Reference 3
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 7ff8170f-00b9-4358-823e-f1a4c03a8123 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Automated program repair in the era of large pre-trained language models,
Reference 4
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 bfc61e77-944a-45cb-bf6d-0fdc3e64df27 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Evaluating large language models in class-level code generation,
Reference 5
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 0a870b62-ad25-4035-8d45-8ce2e1c260a3 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Code Llama: Open Foundation Models for Code
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d81bab37-8a55-428e-a7a9-8fd7349ee96a · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c84e6c0a-0336-452b-bc37-bc771964fc65 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice BitsAI-CR: Automated Code Review via LLM in Practice
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 677142fc-f6ec-46be-a076-626bf0f6fad8 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing
Reference 9
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 f96cb88d-0263-4f47-9d08-29a43d205b09 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea4852eb-35fc-4ea1-a215-5b40bdbce07c · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice A unified debugging approach via llm-based multi-agent synergy,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c93d8680-73a3-4375-a1b4-40223809f488 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Executable Code Actions Elicit Better LLM Agents
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4802f7ea-51e0-41bf-8513-905ce44882bb · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Fixing Function-Level Code Generation Errors for Foundation Large Language Models
Reference 13
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 f03461ab-c833-4588-b195-0c194446cd63 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice S3: syntax- and semantic-guided repair synthesis via programming by examples,
Reference 14
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 4fabebac-4626-41b2-a9b6-99c1b91fc80a · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Enhancing automated program repair with deductive verification,
Reference 15
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 c4c87015-1ade-4d6c-9eca-fe2089c4f711 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Automatic patch generation learned from human-written patches,
Reference 16
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 c5af992e-b233-470a-94f4-4e5bc19e8755 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice History driven program repair,
Reference 17
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 a7f2239d-5054-4c25-abc3-b730dd76f2f0 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Fixminer: Mining relevant fix patterns for automated program repair,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aff69a6a-9416-4e72-87ce-43350a5111c9 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice An empirical study on learning bug-fixing patches in the wild via neural machine translation,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d505feb2-b03f-4646-84ae-bb56216d0cf3 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Sorting and transforming program repair ingredients via deep learning code similarities,
Reference 20
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 a625cabb-dddc-453b-b5ce-fc699c13a455 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Dlfix: Context-based code trans- formation learning for automated program repair,
Reference 21
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 1198d5ed-2a51-41a3-ab90-b17817c1d72a · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Coconut: combining context-aware neural translation models using ensemble for program repair,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 100877a6-0752-45ec-9898-127549c1e0b9 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Automated program repair in the era of large pre-trained language models,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94a2430f-17a9-44c6-9608-52e00a8bc03f · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Pre-trained model-based automated software vulnerability repair: How far are we?
Reference 24
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 791f8469-129d-4f29-a1f6-765f798b1773 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice How effective are neural networks for fixing security vulnerabilities,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44580279-9325-4e96-bbdd-e005b9c4fef6 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Swe-rl: Advancing llm reasoning via reinforcement learning on open software evolution,
Reference 26
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 a951e560-a699-4025-ae78-b4ab2fb1675b · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a786d35f-f1cc-486d-b970-014082c7f4f7 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Compilable neural code generation with compiler feedback,
Reference 28
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 1d7ba4df-15ae-416f-baeb-94ba70bf9c15 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice RLTF: Reinforcement Learning from Unit Test Feedback
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e76dbb58-a9e8-448f-8f2f-a9d3e6a7594c · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice SWE-bench: Can language models resolve real-world github issues?
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4eddfe81-7e77-4dbd-b099-3d3e0270e55f · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Swe-agent: Agent-computer interfaces enable automated soft- ware engineering,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c175b95-654f-4b49-822e-c9e0e1b56f0c · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Agentless: Demystifying LLM-based Software Engineering Agents
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df9af00b-9d3b-400d-84c1-81a7c495f70d · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice kAgent: An execution-guided crash resolution agent for the Linux kernel
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f6e2654-57c5-41b6-a19c-4b48ba1956f6 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice DR.FIX: Automatically Fixing Data Races at Industry Scale
Reference 34
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 5df76d5d-7b30-43b3-a243-70e57a3ab747 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Migrating code at scale with llms at google,
Reference 35
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 046d7c17-57e1-4d52-adf3-76eddc2c1ff1 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b28b2421-ca21-42a6-bf21-25f0ad5f7b0f · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d90b85bc-2760-4e2e-9c80-9711632261e5 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice Qwen2.5-Coder Technical Report
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a51d2cd8-e44b-47e6-99dd-227fa529f3a8 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice HybridFlow: A Flexible and Efficient RLHF Framework
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf7f429b-b958-4a62-8dd1-c997cde43767 · outbound
BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.