Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T06:07:19.981554Z
Paper Citation Record · LEDGER
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code
As of 20 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2608.02499.
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 2026-08-20T06:33:59.587034+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
68 of 68 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved67
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6c52e5ed-9f45-4791-ba9e-7b849c1202ab · outbound
This paper cites Introducing Claude Fable 5.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Introducing Claude Fable 5
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:10.248713Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f89170b-51db-49d9-88e6-a1ab91fdf48b · outbound
This paper cites Introducing Claude Opus 4.8.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Introducing Claude Opus 4.8
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:10.396860Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adaf73df-630f-46ee-a7de-3413af95bf7e · outbound
This paper cites Program synthesis with large language models, 2021.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Program synthesis with large language models, 2021
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:10.574763Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fd25f99-8567-4113-9af6-3081671b4538 · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:10.749054Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b8fba65-07ca-46c7-aa88-34de531c5f67 · outbound
This paper cites SWE-chat: Coding agent interactions from real users in the wild, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code SWE-chat: Coding agent interactions from real users in the wild, 2026
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:10.859826Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 578ec3cf-e8e9-41ac-a772-01f2b3d63929 · outbound
This paper cites Evaluating large language models trained on code, 2021.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Evaluating large language models trained on code, 2021
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:11.008832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad659fd4-a5aa-42d8-b342-aecee5390ee9 · outbound
This paper cites How can we assess human-agent interactions? Case studies in software agent design.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code How can we assess human-agent interactions? Case studies in software agent design
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:11.153704Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a616fab-7870-42bb-8cbc-c1895c1429f4 · outbound
This paper cites EDIT-Bench:Evaluating LLM abilities to perform real-world instructed code edits, 2025.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code EDIT-Bench:Evaluating LLM abilities to perform real-world instructed code edits, 2025
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:11.369041Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a594dbb8-5ea0-419d-8b70-727b176a0355 · outbound
This paper cites Jimenez, John Yang, Leyton Ho, Tejal Patwardhan, Kevin Liu, and Aleksander Madry.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Jimenez, John Yang, Leyton Ho, Tejal Patwardhan, Kevin Liu, and Aleksander Madry
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:11.536002Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae3499d9-a9ca-4166-b7f9-688d2ea61f5e · outbound
This paper cites FrontierSWE.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code FrontierSWE
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:11.647921Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e3e93d7-6095-419f-a47b-dd6f14d7d195 · outbound
This paper cites DeepSeek V4 Preview release.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code DeepSeek V4 Preview release
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:11.758762Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bd1e8f0-985d-420a-b28d-61f30face221 · outbound
This paper cites SWE-Bench Pro: Can AI agents solve long-horizon software engineering tasks?, 2025.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code SWE-Bench Pro: Can AI agents solve long-horizon software engineering tasks?, 2025
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:11.875146Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02edd666-fb5d-438f-9dab-1d0c19bd44e1 · outbound
This paper cites Swe-marathon: Can agents autonomously complete ultra-long-horizon software work?, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Swe-marathon: Can agents autonomously complete ultra-long-horizon software work?, 2026
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:12.080935Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b358f91-d93d-4b31-9b79-b5ecbe03445d · outbound
This paper cites Ask or assume? uncertainty-aware clarification-seeking in coding agents, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Ask or assume? uncertainty-aware clarification-seeking in coding agents, 2026
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:12.343505Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 136f494b-6d85-46c1-9aff-7f414305ebef · outbound
This paper cites Coding agents don’t know when to act, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Coding agents don’t know when to act, 2026
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:12.539585Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82101c93-139a-4ce6-a1a0-500243b3cf43 · outbound
This paper cites SyncMind: Measuring agent out-of-sync recovery in collaborative software engineering.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code SyncMind: Measuring agent out-of-sync recovery in collaborative software engineering
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:12.627179Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4023234-55f0-43fe-8ef3-6f4ab54c3419 · outbound
This paper cites Harbor: A framework for evaluating and optimizing agents and models in container environments.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Harbor: A framework for evaluating and optimizing agents and models in container environments
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:12.673142Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb8e2780-7941-4e3d-9683-9a18b5d80295 · outbound
This paper cites DeepSWE: Measuring frontier coding agents on original, long-horizon engineering tasks, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code DeepSWE: Measuring frontier coding agents on original, long-horizon engineering tasks, 2026
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:12.741347Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfd6f522-34b6-476e-9e7a-b8ca03633d5f · outbound
This paper cites DA-code: Agent data science code generation benchmark for large language models.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code DA-code: Agent data science code generation benchmark for large language models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:12.832119Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79f699b9-a59f-42fc-9a08-f5649b8839a9 · outbound
This paper cites Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:12.994613Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ac580b0-883f-4b9b-9bf5-c495faf0c427 · outbound
This paper cites Dialogue swe-bench: A benchmark for dialogue-driven coding agents, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Dialogue swe-bench: A benchmark for dialogue-driven coding agents, 2026
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:13.152997Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92188491-5981-485c-87bc-ef1ebb3aafb2 · outbound
This paper cites Swe-evo: Benchmarking coding agents in long-horizon software evolution scenarios, 2025.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Swe-evo: Benchmarking coding agents in long-horizon software evolution scenarios, 2025
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:13.261113Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 623d493b-9f75-400f-b6eb-50b8fd04eca8 · outbound
This paper cites Liang, Chenyang Yang, and Brad A.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Liang, Chenyang Yang, and Brad A
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:13.421012Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d846949c-77e5-444f-b87d-8baa8429313b · outbound
This paper cites Terminal-bench: Benchmarking agents on hard, realistic tasks in command line interfaces, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Terminal-bench: Benchmarking agents on hard, realistic tasks in command line interfaces, 2026
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:13.596952Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d0c1d81-8e2d-40b7-aee0-372584737b4a · outbound
This paper cites MiniMax M2.5: Built for real-world productivity.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code MiniMax M2.5: Built for real-world productivity
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:13.798850Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23f0e3d0-222f-464b-baa3-eac73faa46b0 · outbound
This paper cites MiniMax M2.7: Early echoes of self-evolution.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code MiniMax M2.7: Early echoes of self-evolution
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:14.064836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26a52cee-4c17-4363-a5bc-ccb933e2d2d2 · outbound
This paper cites Kimi-K2.6.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Kimi-K2.6
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:14.238974Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b876b214-2eb2-457d-9106-65f167e03f59 · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:14.505385Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e162a44-456d-40eb-b84d-8407b05c99c5 · outbound
This paper cites GPT-4o system card.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code GPT-4o system card
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:14.732168Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad4da4f0-6885-4e3e-9471-5898f22659d8 · outbound
This paper cites Introducing GPT-5.5.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Introducing GPT-5.5
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:14.933895Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eed3b407-4571-41b7-ba80-f23619464826 · outbound
This paper cites Slopcodebench: Benchmarking how coding agents degrade over long-horizon iterative tasks, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Slopcodebench: Benchmarking how coding agents degrade over long-horizon iterative tasks, 2026
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:15.164933Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bb31254-1eea-42e7-b537-b9e1afbeda72 · outbound
This paper cites When benchmarks talk: Re-evaluating code LLMs with interactive feedback, 2025.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code When benchmarks talk: Re-evaluating code LLMs with interactive feedback, 2025
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:15.335808Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff82bf41-ed6e-4a79-9349-3e666b2c79e1 · outbound
This paper cites Icae-bench: Evaluating coding agents as interactive project builders, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Icae-bench: Evaluating coding agents as interactive project builders, 2026
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:15.508188Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50ae1844-2237-4b22-8d2e-c952ed3000cd · outbound
This paper cites UserBench: An interactive gym environment for user-centric agents, 2025.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code UserBench: An interactive gym environment for user-centric agents, 2025
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:15.630585Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e17eba67-294c-402c-bd39-29930ad323cd · outbound
This paper cites Qwen3-Coder: Agentic coding in the world.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Qwen3-Coder: Agentic coding in the world
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:15.867237Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18194766-7f38-419b-938e-2a73aa82e893 · outbound
This paper cites Qwen3.7: the agent frontier.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Qwen3.7: the agent frontier
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:16.119581Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9454379a-0b27-43b0-8971-16272a6dbdcd · outbound
This paper cites SWE-INTERACT: Reimagin- ing SWE benchmarks as user-driven long-horizon coding sessions, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code SWE-INTERACT: Reimagin- ing SWE benchmarks as user-driven long-horizon coding sessions, 2026
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:16.234970Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86e47c50-1c26-4421-b7b5-17b3a180b623 · outbound
This paper cites Collaborative gym: A framework for enabling and evaluating human-agent collaboration, 2024.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Collaborative gym: A framework for enabling and evaluating human-agent collaboration, 2024
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:16.407842Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f439b36c-371b-403e-ac69-db9c19fb1af6 · outbound
This paper cites Evocode-bench: Evaluating coding agents in multi-turn iterative interactions, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Evocode-bench: Evaluating coding agents in multi-turn iterative interactions, 2026
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:16.638390Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46258231-0cff-4474-b34e-8100b008fe7e · outbound
This paper cites Non-collaborative user simulators for tool agents.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Non-collaborative user simulators for tool agents
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:16.810807Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bf98f01-4013-4592-b7ab-09073eb02335 · outbound
This paper cites Hedwig:Dynamic autonomy for coding agents under local oversight, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Hedwig:Dynamic autonomy for coding agents under local oversight, 2026
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:16.977947Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e92f1122-805b-418b-8eda-6f905f459de5 · outbound
This paper cites HiL- Bench (human-in-loop benchmark): Do agents know when to ask for help?, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code HiL- Bench (human-in-loop benchmark): Do agents know when to ask for help?, 2026
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:17.192172Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dff0ef23-24d5-4877-9619-bb4b21cfddf3 · outbound
This paper cites Ambig-SWE: Interactive agents to overcome underspecificity in software engineering, 2025.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Ambig-SWE: Interactive agents to overcome underspecificity in software engineering, 2025
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:17.378599Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac295df2-e6d2-4df5-ada4-77a97342ca78 · outbound
This paper cites DEMO: Reframing dialogue interaction with fine-grained element modeling.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code DEMO: Reframing dialogue interaction with fine-grained element modeling
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:17.547627Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ce59624-f277-4f3f-bbf3-639d9cc9c276 · outbound
This paper cites Tartaglini, Valerie Chen, Yuxiang Wei, Zijian Wang, Lingming Zhang, Karthik R.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Tartaglini, Valerie Chen, Yuxiang Wei, Zijian Wang, Lingming Zhang, Karthik R
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:17.734026Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bad0c37-934a-44e5-8845-fa66cdc9fa74 · outbound
This paper cites SWE-Together: Evaluating coding agents in interactive user sessions, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code SWE-Together: Evaluating coding agents in interactive user sessions, 2026
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:17.880918Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1d08d3f-5f86-4c23-97af-e670c1c74663 · outbound
This paper cites Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:18.049214Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23917334-0383-4ba8-af63-b3ea5d0695d3 · outbound
This paper cites SWE-smith: Scaling Data for Software Engineering Agents.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code SWE-smith: Scaling Data for Software Engineering Agents
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:18.177158Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 578ef09e-bbc8-4d14-a146-97989e66e832 · outbound
This paper cites Codeclash: Benchmarking goal-oriented software engineering, 2025.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Codeclash: Benchmarking goal-oriented software engineering, 2025
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:18.297999Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf4e3fc9-8028-4918-b400-3bd331276e81 · outbound
This paper cites Programbench: Can language models rebuild programs from scratch?, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Programbench: Can language models rebuild programs from scratch?, 2026
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:18.406734Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee96418b-6ec1-4055-bc51-fef0922c9138 · outbound
This paper cites Talk2code: A multi-turn interaction benchmark with dual-track evaluation for code generation.Proceedings of the AAAI Conference on Artificial Intelligence, 40(40):34331–34339, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Talk2code: A multi-turn interaction benchmark with dual-track evaluation for code generation.Proceedings of the AAAI Conference on Artificial Intelligence, 40(40):34331–34339, 2026
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:18.503099Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7adcfb37-eea3-4aa9-a5e4-d78c41ad0117 · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:18.574439Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ea54d11-6f0b-4f0a-9e92-14c964626653 · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:18.666496Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50f3f16a-324f-40f0-91d9-7038c9bf68f5 · outbound
This paper cites SWE-Explore: Benchmarking how coding agents explore repositories, 2026.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code SWE-Explore: Benchmarking how coding agents explore repositories, 2026
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:18.752968Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 509c50cf-7f61-4272-9d85-942eb5f1b176 · outbound
This paper cites TOM-SWE: User mental modeling for software engineering agents, 2025.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code TOM-SWE: User mental modeling for software engineering agents, 2025
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:18.844990Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16cea746-a260-456a-84fb-bd4b2abaec89 · outbound
This paper cites Bigcodebench: Benchmarking code generation with diverse function calls and complex instructions.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Bigcodebench: Benchmarking code generation with diverse function calls and complex instructions
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:18.912600Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d61ad65-f825-43ff-ae00-5249f1ba42cf · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:19.066788Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f62158f-aaf0-4306-a62d-0c8830c5f646 · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:19.146574Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a8dea33-077a-4b14-ac7f-83a386db26e3 · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:19.243786Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c36d7f56-e116-48e7-8cfe-1c64afdb73e2 · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:19.337223Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08220aaa-12e3-494a-98b2-fdb5b83a3321 · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:19.419524Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c85fdd4-75e4-441c-826d-0b61f2a3e96c · outbound
This paper cites Implementation files are those that appear in both the read intersection and the files modified by at least one trajectory.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Implementation files are those that appear in both the read intersection and the files modified by at least one trajectory
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:19.514864Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9db8fc39-4441-4f7d-884c-239a839a2530 · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:19.606443Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ad76d40-f0ad-49f1-beb6-87a54514c69e · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:19.707330Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 281314b4-e878-41e1-8534-1736a291a9c2 · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:19.798278Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dddaf02-6743-432e-b5aa-486c249be15b · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:19.889274Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bd4685d-08a8-49fb-bbc6-26624b8bb152 · outbound
This paper cites primary_failure_mode.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code primary_failure_mode
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:07:19.981554Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62f8e63b-f084-401d-8a7c-03131b34a066 · outbound
This paper cites an unresolved cited work.
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code Unresolved cited work
Reference 2025
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-04T06:07:18.978717Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.