Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:02:40.696853Z
Paper Citation Record · LEDGER
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports
As of 7 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2608.04682.
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 2026-08-07T06:34:17.273281+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
Reference resolution
66 of 66 outbound references displayed
- verified exact1
- verified fuzzy44
- unresolved20
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0565f63a-f9be-4791-8c58-d2f804216905 · outbound
This paper cites ICLR , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports ICLR , year=
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:42.033982Z
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 49516cd8-6ba3-43f7-b0fa-143c03450ce4 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports LLaMA: Open and Efficient Foundation Language Models
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.308496Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9a61cc0-4534-45ca-80c1-abe1104f57b9 · outbound
This paper cites ACM transactions on intelligent systems and technology , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports ACM transactions on intelligent systems and technology , year=
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:42.015769Z
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 dadae06c-eb74-4022-a9c4-f036a2014744 · outbound
This paper cites Frontiers of Computer Science , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Frontiers of Computer Science , year=
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.994927Z
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 e81df24c-c8ba-4769-a303-c616ca9b4ce5 · outbound
This paper cites ICSE-FoSE , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports ICSE-FoSE , year=
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.325309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d662c10-40b9-4050-970d-2e35e528b05c · outbound
This paper cites 2024 , howpublished =.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports 2024 , howpublished =
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.964031Z
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 9115f5ca-b6f8-4f03-b6f3-a2b45d3ebe7d · outbound
This paper cites 2024 , howpublished =.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports 2024 , howpublished =
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.943464Z
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 891edd44-be57-4a68-8a60-b294434e3997 · outbound
This paper cites 2024 , howpublished =.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports 2024 , howpublished =
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.927060Z
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 c9d8cead-7ff6-4820-b947-b63811c2c720 · outbound
This paper cites 2026 , howpublished =.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports 2026 , howpublished =
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.908802Z
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 b30d7ecf-2130-4d80-9f68-d40884c106d2 · outbound
This paper cites 2026 , howpublished =.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports 2026 , howpublished =
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.890389Z
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 85e92ddc-fa13-435f-915e-714e05b68d1c · outbound
This paper cites NeurIPS , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports NeurIPS , year=
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.870937Z
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 0a0e2002-0825-4760-9fee-7dac66b10620 · outbound
This paper cites NeurIPS , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports NeurIPS , year=
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.852951Z
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 64ba4e39-b21a-4b0a-9c41-5cddd61a9a18 · outbound
This paper cites SWE-Bench+: Enhanced Coding Benchmark for LLMs.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports SWE-Bench+: Enhanced Coding Benchmark for LLMs
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.376652Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a627b34-1f43-409d-81a5-4827a2338a3c · outbound
This paper cites ACL , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports ACL , year=
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.835097Z
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 9a0930f9-0958-4d81-a76d-bd09a0406e57 · outbound
This paper cites NeurIPS , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports NeurIPS , year=
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.818320Z
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 83bd7b1c-0ffa-42f8-85af-8929782a01e3 · outbound
This paper cites Advances in Neural Information Processing Systems , volume=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Advances in Neural Information Processing Systems , volume=
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.413636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cfb059a-d1d4-4f63-bb5a-695d361d32a7 · outbound
This paper cites ACL , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports ACL , year=
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.790730Z
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 0619187b-1846-4afe-9b3b-eaa0d2de5f5a · outbound
This paper cites ICLR , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports ICLR , year=
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.771010Z
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 9a479890-d1b4-42f0-a840-d4b7fd6359c7 · outbound
This paper cites ACL , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports ACL , year=
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.754414Z
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 d098cacf-1a18-4d77-99eb-6662078e2e95 · outbound
This paper cites NeurIPS , year=.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports NeurIPS , year=
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.737619Z
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 6742c5c2-6174-4d6b-9714-f98aa2d79b7b · outbound
This paper cites 2026 , howpublished =.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports 2026 , howpublished =
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.714824Z
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 517c0c83-b80f-41fe-aaa4-0e8cc3177cfe · outbound
This paper cites 2026 , howpublished =.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports 2026 , howpublished =
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.696949Z
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 7fda5a46-3f01-4293-bf9e-341e083e61f5 · outbound
This paper cites Qwen3.5: Accelerating Productivity with Native Multimodal Agents , howpublished =.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Qwen3.5: Accelerating Productivity with Native Multimodal Agents , howpublished =
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.678185Z
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 d437dc11-78b9-4574-80e2-b06b942efee2 · outbound
This paper cites 2026 , howpublished =.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports 2026 , howpublished =
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.479235Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba7c3479-1fa3-49a1-a12a-6b79a7f87839 · outbound
This paper cites 2026 , howpublished =.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports 2026 , howpublished =
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.645910Z
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 dd58faa9-7394-48e2-81ce-f65cf8b8bdf0 · outbound
This paper cites 2026 , howpublished =.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports 2026 , howpublished =
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.629172Z
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 b0c83089-c242-4d7b-bfbd-0785c326eb3b · outbound
This paper cites an unresolved cited work.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Unresolved cited work
Reference 42
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-06T19:02:40.509167Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89c6e5dd-035d-4ee2-a1ce-842f3486327d · outbound
This paper cites System card: Claude sonnet 4.6.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports System card: Claude sonnet 4.6
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.601259Z
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 06eb38fb-7222-444f-b0d7-7abd67c27903 · outbound
This paper cites System card: Claude opus 4.8.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports System card: Claude opus 4.8
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.585132Z
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 d0187244-64c2-4c7c-9476-308866a0ec00 · outbound
This paper cites A survey on evaluation of large language models.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports A survey on evaluation of large language models
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.568599Z
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 72be4632-bdf0-49e8-82ed-74b805e6b46b · outbound
This paper cites The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.528271Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e8b870a-04a4-444f-b81c-ebaca12c6134 · outbound
This paper cites External technical root cause analysis — channel file 291.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports External technical root cause analysis — channel file 291
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.552095Z
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 beb6dfa7-3e20-4817-85df-dfa4e8d756d7 · outbound
This paper cites Deepseek-v4: Towards highly efficient million-token context intelligence.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Deepseek-v4: Towards highly efficient million-token context intelligence
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.535235Z
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 49bd99bc-1278-4d1d-ae47-14d10ac73729 · outbound
This paper cites SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.542646Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 128b5bd0-da9f-491c-bb5a-2f80a28b5e2e · outbound
This paper cites Large language models for software engineering: Survey and open problems.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Large language models for software engineering: Survey and open problems
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.518388Z
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 d4703c88-aaa4-4104-9a54-5d37d6225d5c · outbound
This paper cites Gemini 3.1 pro model card.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Gemini 3.1 pro model card
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.502015Z
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 904c9bb4-aaa4-46e1-9782-cd4833834b9d · outbound
This paper cites AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.557097Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfed2013-810d-438f-979a-4fccabf85356 · outbound
This paper cites Mapcoder: Multi-agent code generation for competitive problem solving.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Mapcoder: Multi-agent code generation for competitive problem solving
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.486321Z
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 753f1b08-6ee4-468e-8039-99aa741f11c0 · outbound
This paper cites Swe-bench: Can language models resolve real-world github issues? In ICLR, 2024.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Swe-bench: Can language models resolve real-world github issues? In ICLR, 2024
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.468934Z
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 1b1f2c14-9151-43ab-bbf6-bc47a76ad8bf · outbound
This paper cites From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.571286Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 764ae076-5e9f-4c84-a758-364f9bfbb011 · outbound
This paper cites Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.575847Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5745e75-a471-43d7-ba00-7f27b1a049dc · outbound
This paper cites Testexplora: Benchmarking llms for proactive bug discovery via repository-level test generation.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Testexplora: Benchmarking llms for proactive bug discovery via repository-level test generation
Reference 57
- Resolution
- verified exact
- raw_fallback, observed 2026-08-06T19:02:41.009629Z
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 60060c8c-6308-4b6d-abe2-43168cc9d958 · outbound
This paper cites Helping our customers through the crowdstrike outage.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Helping our customers through the crowdstrike outage
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.451448Z
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 24b7c483-1b3f-4c62-a17b-e3ea15790a6d · outbound
This paper cites u ndler, Mark N M \.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports u ndler, Mark N M \
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.435745Z
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 fac8908f-b69b-4567-8be1-3f35844fff57 · outbound
This paper cites Why swe-bench verified no longer measures frontier coding capabilities.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Why swe-bench verified no longer measures frontier coding capabilities
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.418435Z
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 06da3624-803e-471c-8eb2-b598b707635a · outbound
This paper cites Separating signal from noise in coding evaluations.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Separating signal from noise in coding evaluations
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.402190Z
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 d813e5dd-8a68-49dd-abdd-1a9943392915 · outbound
This paper cites Crowdstrike to cost fortune 500 \ 5.4b; insured loss range of \ 0.54b - \ 1.08b.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Crowdstrike to cost fortune 500 \ 5.4b; insured loss range of \ 0.54b - \ 1.08b
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.383196Z
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 25ba78ca-7e44-4a4c-a537-292814a882fc · outbound
This paper cites Qwen3.7 : The agent frontier, May 2026.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Qwen3.7 : The agent frontier, May 2026
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.365835Z
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 36983989-f6c6-44e7-9295-216d3effa092 · outbound
This paper cites SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.614800Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e520ca1-e326-40d5-9a5d-33f4815a7fba · outbound
This paper cites Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.619737Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bff20fc-1e23-499d-aef2-306784211d9f · outbound
This paper cites OpenAI GPT-5 System Card.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports OpenAI GPT-5 System Card
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.624433Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4166d0b0-61c3-460c-9d67-305dae3fa442 · outbound
This paper cites Kimi K2.5: Visual Agentic Intelligence.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Kimi K2.5: Visual Agentic Intelligence
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.629242Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 888e5023-ee2f-4712-9181-fc809203c592 · outbound
This paper cites Qwen3.5: Accelerating productivity with native multimodal agents.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Qwen3.5: Accelerating productivity with native multimodal agents
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.349448Z
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 8d751679-314d-461e-9cb2-18c912352ff8 · outbound
This paper cites an unresolved cited work.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:02:41.332028Z
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 4913b48a-561f-4138-9269-3c513df3004f · outbound
This paper cites Openhands: An open platform for ai software developers as generalist agents.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Openhands: An open platform for ai software developers as generalist agents
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.315666Z
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 c95108be-bc6a-4c3f-9943-0e1ad7feaf8f · outbound
This paper cites Live-swe-agent: Can software engineering agents self-evolve on the fly? arXiv preprint arXiv:2511.13646, 2025.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Live-swe-agent: Can software engineering agents self-evolve on the fly? arXiv preprint arXiv:2511.13646, 2025
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.648923Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70896e99-4ea8-4a36-aaed-baf635d8ea05 · outbound
This paper cites Swe-agent: Agent-computer interfaces enable automated software engineering.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Swe-agent: Agent-computer interfaces enable automated software engineering
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.298970Z
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 474521f1-6871-4316-9674-9fed3c956337 · outbound
This paper cites SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.658366Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3543968-4e74-4956-8813-d4946b3df476 · outbound
This paper cites Swe-smith: Scaling data for software engineering agents.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Swe-smith: Scaling data for software engineering agents
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.280645Z
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 f28180df-8257-44fc-aa16-5f74e3e2d7fe · outbound
This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports ReAct: Synergizing Reasoning and Acting in Language Models
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.667485Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d73afb6-5baf-41b4-8e2e-f8662083c1a6 · outbound
This paper cites Multi-swe-bench: A multilingual benchmark for issue resolving.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Multi-swe-bench: A multilingual benchmark for issue resolving
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.264160Z
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 9b55618c-b92d-4c42-a61b-1751e94b601e · outbound
This paper cites GLM-5: from Vibe Coding to Agentic Engineering.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports GLM-5: from Vibe Coding to Agentic Engineering
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.677154Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37d59c2f-702c-447e-a703-8d4c3d9a7959 · outbound
This paper cites Codeagent: Enhancing code generation with tool-integrated agent systems for real-world repo-level coding challenges.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Codeagent: Enhancing code generation with tool-integrated agent systems for real-world repo-level coding challenges
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.247502Z
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 772dcec3-c004-4870-91db-1d8927a27f78 · outbound
This paper cites Swe-bench goes live! In NeurIPS, 2026.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Swe-bench goes live! In NeurIPS, 2026
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.229614Z
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 8eebe9aa-1454-4e4b-b045-82b5beb7fa9f · outbound
This paper cites A survey of large language models.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports A survey of large language models
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:02:41.212617Z
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 8e9f7764-9d6f-4452-9c46-28fe032d255a · outbound
This paper cites Featurebench: Benchmarking agentic coding for complex feature development.
Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Featurebench: Benchmarking agentic coding for complex feature development
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:02:40.696853Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.