Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-08T17:51:19.542302Z
Paper Citation Record · LEDGER
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review
As of 21 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 2 inbound Pith citation observations for arXiv:2607.06065.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:14:43.214832Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T00:12:15.727901Z
Reference resolution
66 of 66 outbound references displayed
- verified exact19
- verified fuzzy34
- unresolved10
- parse uncertain0
- malformed identifier1
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b2d4a6dc-1093-426e-9d89-aa12c547c4f2 · outbound
This paper cites GLM-5: from Vibe Coding to Agentic Engineering.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review GLM-5: from Vibe Coding to Agentic Engineering
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.801736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a9b004b4-cf40-44c7-a702-01bb07611136 · outbound
This paper cites Learning From Mistakes Makes LLM Better Reasoner.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Learning From Mistakes Makes LLM Better Reasoner
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.835293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 70a042f2-89f7-4e9b-9d56-68fb7402fca2 · outbound
This paper cites Claude code by anthropic.https://www.anthropic.com/product/ claude-code, 2026.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Claude code by anthropic.https://www.anthropic.com/product/ claude-code, 2026
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.171990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e7a196a1-4131-4127-86ff-9f147d85cee9 · outbound
This paper cites Introducing claude opus 4.6.https://www.anthropic.com/news/ claude-opus-4-6, 2026.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Introducing claude opus 4.6.https://www.anthropic.com/news/ claude-opus-4-6, 2026
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.097339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9bd74850-6211-4132-9195-e36cbd86f868 · outbound
This paper cites Cursor: The Best Way to Code with AI.https://cursor.com/, 2026.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Cursor: The Best Way to Code with AI.https://cursor.com/, 2026
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.099148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5d5f1934-f766-49bc-9490-11e483ca6c9a · outbound
This paper cites SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T17:55:20.841042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d118ac88-c3a9-4c72-bc77-802141e43fb9 · outbound
This paper cites Introducing devin, the first ai software engineer.https://cognition.ai/ blog/introducing-devin, 2024.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Introducing devin, the first ai software engineer.https://cognition.ai/ blog/introducing-devin, 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.117428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7283b353-8937-4699-ba33-f37417c2e45e · outbound
This paper cites SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.793414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1410fcc9-09a7-472f-a0e6-681e2f6e961c · outbound
This paper cites Re- solving code review comments with machine learning.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Re- solving code review comments with machine learning
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.155980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a2bc0f22-c199-42f3-953f-1f8fb28a5889 · outbound
This paper cites Aider: Ai pair programming in your terminal.https://github.com/ paul-gauthier/aider, 2023.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Aider: Ai pair programming in your terminal.https://github.com/ paul-gauthier/aider, 2023
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.154116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4aa670a0-7723-4084-98ff-5ebbb14ac8cc · outbound
This paper cites doi:10.48550/arXiv.2509.14856 , url =.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review doi:10.48550/arXiv.2509.14856 , url =
Reference 12
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T17:55:20.846337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9d44f017-4b32-4680-b84a-620efc349cd5 · outbound
This paper cites R2E-Gym: Procedural Environments and Hybrid Verifiers for Scaling Open-Weights SWE Agents.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review R2E-Gym: Procedural Environments and Hybrid Verifiers for Scaling Open-Weights SWE Agents
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.843449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b3461d5f-7a2e-4aae-8988-ec94dc33b1e0 · outbound
This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.804474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 83a8b09d-c70a-4c27-9662-966c540f23ad · outbound
This paper cites Deepreview: automatic code review using deep multi-instance learning.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Deepreview: automatic code review using deep multi-instance learning
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.168341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 63a96f5a-2e10-4520-ab69-2771ca102633 · outbound
This paper cites Auger: automatically generating review comments with pre-training models.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Auger: automatically generating review comments with pre-training models
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.163066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ae3e85f3-b36c-40e9-ac76-72a47a884865 · outbound
This paper cites Automating Code Review Activities by Large-Scale Pre-training.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Automating Code Review Activities by Large-Scale Pre-training
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.832881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e6fa5cb9-6edc-4a0f-b272-f8e9cca93d97 · outbound
This paper cites Llama-reviewer: Advancing code review automation with large language models through parameter-efficient fine-tuning.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Llama-reviewer: Advancing code review automation with large language models through parameter-efficient fine-tuning
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.150163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e367ec25-49a3-4a99-8863-db6ef90130bf · outbound
This paper cites Self-refine: Iterative re- finement with self-feedback.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Self-refine: Iterative re- finement with self-feedback
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.139276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation dfda1b42-ccee-417e-b056-dd720816a3d0 · outbound
This paper cites Generative Reward Models.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Generative Reward Models
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.848815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 48cadce0-43e2-4ac7-863f-7c48297f642b · outbound
This paper cites Crscore: Grounding auto- mated evaluation of code review comments in code claims and smells.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Crscore: Grounding auto- mated evaluation of code review comments in code claims and smells
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.131684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1c8ea467-ef30-4f2f-bfcc-fa2bf454cf94 · outbound
This paper cites Impact of LLM-based Review Comment Generation in Practice: A Mixed Open-/Closed-source User Study.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Impact of LLM-based Review Comment Generation in Practice: A Mixed Open-/Closed-source User Study
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.823412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 314b4537-f692-4f89-af73-1cc34104aee4 · outbound
This paper cites Introducing swe-bench verified.https://openai.com/index/ introducing-swe-bench-verified/, August 2024.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Introducing swe-bench verified.https://openai.com/index/ introducing-swe-bench-verified/, August 2024
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.152081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bc494abb-6b3e-4337-99e5-914d38caf313 · outbound
This paper cites Introducing codex.https://openai.com/zh-Hans-CN/index/ introducing-codex/, 2026.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Introducing codex.https://openai.com/zh-Hans-CN/index/ introducing-codex/, 2026
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.115707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 41700808-f95c-4ae4-8973-be3a140f27e9 · outbound
This paper cites Introducing gpt-5.4.https://openai.com/zh-Hans-CN/index/ introducing-gpt-5-4/, 2026.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Introducing gpt-5.4.https://openai.com/zh-Hans-CN/index/ introducing-gpt-5-4/, 2026
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.112184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bd544596-6edb-472b-a320-21ed708aa429 · outbound
This paper cites Opencode.https://github.com/opencode-ai/opencode, 2025.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Opencode.https://github.com/opencode-ai/opencode, 2025
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.113919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6ca114ef-a57b-420a-86f6-1b98ccca4b01 · outbound
This paper cites Training Software Engineering Agents and Verifiers with SWE-Gym.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Training Software Engineering Agents and Verifiers with SWE-Gym
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.795862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ac4e5169-7279-4d6b-a83f-26be52551b22 · outbound
This paper cites Cr-bench: Evaluating the real-world utility of ai code review agents, 2026.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Cr-bench: Evaluating the real-world utility of ai code review agents, 2026
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.121161Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5c135848-2c99-40a6-ab8f-6848660d8925 · outbound
This paper cites Pr-agent: Ai-powered pull request analysis and feedback.https://github.com/ The-PR-Agent/pr-agent, 2023.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Pr-agent: Ai-powered pull request analysis and feedback.https://github.com/ The-PR-Agent/pr-agent, 2023
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.110285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7759f73e-9177-47e5-90aa-98a34894e135 · outbound
This paper cites Qwen3-coder: Agentic coding in the world.https://qwenlm.github.io/blog/ qwen3-coder/, 2025.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Qwen3-coder: Agentic coding in the world.https://qwenlm.github.io/blog/ qwen3-coder/, 2025
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.173869Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d400ca8e-5ecf-480c-8025-d499a0801cc8 · outbound
This paper cites Automatic code review by learning the revision of source code, 2019.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Automatic code review by learning the revision of source code, 2019
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.100975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a8499e84-6990-4d5e-a02c-468ff96ba341 · outbound
This paper cites arXiv preprint arXiv:2512.21919 , year=.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review arXiv preprint arXiv:2512.21919 , year=
Reference 32
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-08T17:55:20.838302Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 39249031-7346-4da2-959d-094c2b51678c · outbound
This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.791043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 22645cf5-ec32-4f87-aaf9-cf80f4d0d30a · outbound
This paper cites Bitsai-cr: Automated code review via llm in practice.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Bitsai-cr: Automated code review via llm in practice
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.166597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 41ec94e8-a156-4180-9a74-cf792cde3f6d · outbound
This paper cites Codeagent: Autonomous communicative agents for code review.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Codeagent: Autonomous communicative agents for code review
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.170287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f9730512-064a-4cc8-884c-ef979fae66fb · outbound
This paper cites Swe-lego: Pushing the limits of supervised fine-tuning for software issue resolving.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Swe-lego: Pushing the limits of supervised fine-tuning for software issue resolving
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T17:55:20.798695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8fb7131a-3dcf-4b08-9943-d79c38c2afab · outbound
This paper cites Towards automating code review activities.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Towards automating code review activities
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.159412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7a016e3f-47e4-4383-9166-68476d81dcfe · outbound
This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review OpenHands: An Open Platform for AI Software Developers as Generalist Agents
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.829245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c9ab7517-e9ec-4f3d-b535-2616b909265e · outbound
This paper cites Learning to verify ai-generated code.https: //openhands.dev/blog/20260305-learning-to-verify-ai-generated-code, March 2026.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Learning to verify ai-generated code.https: //openhands.dev/blog/20260305-learning-to-verify-ai-generated-code, March 2026
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T17:55:20.813711Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 387f3ea0-f6d5-4d0f-8eee-a8abcc6b3982 · outbound
This paper cites Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.816747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 44acb350-9455-4106-8960-05e82543de73 · outbound
This paper cites Qwen3 Technical Report.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Qwen3 Technical Report
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.807487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8ed6a341-e5a8-422b-a1fc-ed3727a70646 · outbound
This paper cites Swe-agent: Agent-computer interfaces enable automated soft- ware engineering.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Swe-agent: Agent-computer interfaces enable automated soft- ware engineering
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.161225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ab4d5ab3-4163-46bf-9c37-ac0ccb75969d · outbound
This paper cites SWE-smith: Scaling Data for Software Engineering Agents.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review SWE-smith: Scaling Data for Software Engineering Agents
Reference 43
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.826298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 302eb543-17b0-4ab1-b426-3564d0781a70 · outbound
This paper cites Aacr-bench: Evaluating automatic code review with holistic repository-level context.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Aacr-bench: Evaluating automatic code review with holistic repository-level context
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-07-08T17:55:20.820149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 21ec4645-f789-41d5-82c1-2addb9a0f75e · outbound
This paper cites SWE-bench Goes Live!.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review SWE-bench Goes Live!
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T17:55:20.810137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e7853056-2a2d-4956-b058-1373e2c9badc · outbound
This paper cites Autocoderover: Au- tonomous program improvement.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Autocoderover: Au- tonomous program improvement
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.164833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f1ce1709-adfc-40ed-880d-10877036a4a8 · outbound
This paper cites Code review agent benchmark, 2026.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Code review agent benchmark, 2026
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.175611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 02a5ef73-7f40-4ff0-bb26-dcce11d6bbd5 · outbound
This paper cites Issue-resolution 3k+Review 3k.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Issue-resolution 3k+Review 3k
Reference 48
- Resolution
- malformed identifier
- raw_fallback, observed 2026-07-08T17:55:21.146091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2c68d7a5-f9e8-4926-8a68-bf5aa439622b · outbound
This paper cites 2.tokenizer.apply_chat_template()renders each trajectory into the model’s native chat for- mat with correct special tokens.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review 2.tokenizer.apply_chat_template()renders each trajectory into the model’s native chat for- mat with correct special tokens
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.148182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 556afb10-c65a-4a75-80d8-8b23fbb6751b · outbound
This paper cites an unresolved cited work.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T17:55:21.106681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 76b391b0-4d57-4b1e-8ade-898ef7f7fa82 · outbound
This paper cites <pyshell#4>.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review <pyshell#4>
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.108436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 874f73d9-a0a3-4f63-bff9-1c55f2cff0e3 · outbound
This paper cites an unresolved cited work.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T17:55:21.123029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a2c81f10-d94f-4d06-b85a-b0e5336603ba · outbound
This paper cites import json; open(’/tmp/p.diff’,’w’).write(json.load(open(’/review_data/predicted.json ’))[’patch’]).
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review import json; open(’/tmp/p.diff’,’w’).write(json.load(open(’/review_data/predicted.json ’))[’patch’])
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.177486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 998fee1f-4522-47aa-883f-3f3746318c26 · outbound
This paper cites an unresolved cited work.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T17:55:21.157610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6db011e8-bf39-481a-8890-f8f9fcce4f51 · outbound
This paper cites no exception.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review no exception
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.142473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fcc033db-2e4d-49f2-a94a-9c83093400b4 · outbound
This paper cites import json; r=json.load(open(’/review_report.json’)); print(’OK:’, r[’decision’][’ recommendation’]).
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review import json; r=json.load(open(’/review_report.json’)); print(’OK:’, r[’decision’][’ recommendation’])
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.102949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 27bc1be5-0fd2-485a-b44f-da6ebaa141e3 · outbound
This paper cites an unresolved cited work.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T17:55:21.104921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6ea34bee-ede9-4b00-bb87-cde021452698 · outbound
This paper cites an unresolved cited work.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T17:55:21.135617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0dc5cb5a-221e-4f97-a349-53b593936488 · outbound
This paper cites decision.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review decision
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.137417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 39f44324-f889-43f0-b6de-f58ec7b28525 · outbound
This paper cites decision.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review decision
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.144346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 513d5771-3413-48ed-a0b4-6f04f392d751 · outbound
This paper cites an unresolved cited work.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T17:55:21.133564Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 081ca39c-e4e4-4c47-bbb7-1c5cc8cddba7 · outbound
This paper cites an unresolved cited work.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T17:55:21.140899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 31a0ef59-bef5-4259-8f37-a5184548d54a · outbound
This paper cites an unresolved cited work.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T17:55:21.128200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c93d9b59-ffb5-472d-859d-03a0e86c06f2 · outbound
This paper cites golden patch.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review golden patch
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.119339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 417645f7-1920-4459-9f96-00d88815cfe2 · outbound
This paper cites an unresolved cited work.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T17:55:21.129951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 922d473b-6eff-44d7-95ee-5f5e568778bd · outbound
This paper cites an unresolved cited work.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T17:55:21.124647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8a77dd1c-51e0-41fe-a8b2-c4a9c3375531 · outbound
This paper cites reasoning.
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review reasoning
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T17:55:21.126415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
Observation c60cff48-9ea5-4601-8fad-7b6d19bd9c86 · inbound
When Policies Change Probabilities: Modular Decision-Making for LLM Code Review cites this paper.
When Policies Change Probabilities: Modular Decision-Making for LLM Code Review SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review
Reference 14
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T00:12:15.734034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ce3330ef-19f1-46f0-9bbd-e8db195f9780 · inbound
BulkPR-Bench: Benchmarking Queue-Level Governance of Interacting Pull Requests cites this paper.
BulkPR-Bench: Benchmarking Queue-Level Governance of Interacting Pull Requests SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:14:43.214832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.