Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:57:27.601915Z
Paper Citation Record · LEDGER
CodeMonkeys: Scaling Test-Time Compute for Software Engineering
As of 23 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 25 inbound Pith citation observations for arXiv:2501.14723.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:50:10.477308Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
64 of 64 outbound references displayed
- verified exact0
- verified fuzzy32
- unresolved32
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation a04ffafb-4525-425f-8d6a-0c502afce416 · outbound
This paper cites https://blog.blackbox.ai/posts/ swe-bench, 2025.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering https://blog.blackbox.ai/posts/ swe-bench, 2025
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.212245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 02372003-c3fb-447c-bb4d-3caef18e2bfd · outbound
This paper cites https://devlo.ai/, 2025.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering https://devlo.ai/, 2025
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.200989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ddbb9f4a-b401-456b-a36d-f66b20a1ebce · outbound
This paper cites Introducing computer use, a new claude 3.5 sonnet, and claude 3.5 haiku, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Introducing computer use, a new claude 3.5 sonnet, and claude 3.5 haiku, 2024
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.384662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f40f49c3-9bfd-4024-afb7-0e14323bf880 · outbound
This paper cites Swe-search: Enhancing software agents with monte carlo tree search and iterative refinement, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Swe-search: Enhancing software agents with monte carlo tree search and iterative refinement, 2024
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.183794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 866bfd12-3bff-4792-a2ba-5d89902cc72c · outbound
This paper cites Series B and Automating Code, January 2025.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Series B and Automating Code, January 2025
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.172569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1a551ac3-9f08-4b78-b382-eaf7bec9f77c · outbound
This paper cites Language models enable simple systems for generating structured views of heterogeneous data lakes, 2023.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Language models enable simple systems for generating structured views of heterogeneous data lakes, 2023
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.160470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2b8d258e-4a7e-4c1d-bb47-63117fcd9fc5 · outbound
This paper cites Program synthesis with large language models, 2021.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Program synthesis with large language models, 2021
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.399934Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2479ed80-2230-407a-92f4-32e337b50526 · outbound
This paper cites Le, Christopher R´ e, and Azalia Mirhoseini.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Le, Christopher R´ e, and Azalia Mirhoseini
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.142556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 50d3425b-e3ad-4bd6-8657-efec6d80df5f · outbound
This paper cites Combining deep reinforcement learning and search for imperfect-information games.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Combining deep reinforcement learning and search for imperfect-information games
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.130970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fd815915-4752-4ed8-a91a-a3da04fcaa5d · outbound
This paper cites Joseph Hoane, and Feng-hsiung Hsu.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Joseph Hoane, and Feng-hsiung Hsu
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.118512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f057daf4-6eac-42f8-8eb5-d2674e84f1db · outbound
This paper cites Evaluating large language models trained on code, 2021.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Evaluating large language models trained on code, 2021
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.413671Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19ffd2f5-de25-4a32-bd5a-bcfc09fe8f92 · outbound
This paper cites Jimenez, John Yang, Kevin Liu, and Aleksander Madry.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Jimenez, John Yang, Kevin Liu, and Aleksander Madry
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.100819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bb8bf9af-60be-4025-b3c9-7b5086b5177f · outbound
This paper cites Brown, Miljan Martic, Shane Legg, and Dario Amodei.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Brown, Miljan Martic, Shane Legg, and Dario Amodei
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.420707Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0f304e8-7641-480d-8cb8-425bb186a594 · outbound
This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning, 2025.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning, 2025
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.424049Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c97b8dbd-560c-4cce-9570-5349552639c7 · outbound
This paper cites Deepseek-v3 technical report, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Deepseek-v3 technical report, 2024
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.076779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cdeced9e-bf2e-488f-9ba1-0adebabe104f · outbound
This paper cites Aider is ai pair programming in your terminal.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Aider is ai pair programming in your terminal
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.430742Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfd012cb-bd04-4d92-9e8a-f3c5a9112b4c · outbound
This paper cites The llama 3 herd of models, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering The llama 3 herd of models, 2024
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.434301Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82665e53-15ff-43e7-bd85-20df83c7b6ca · outbound
This paper cites Geting 50 https://www.lesswrong.com/posts/Rdwui3wHxCeKb7feK/ getting-50-sota-on-arc-agi-with-gpt-4o , 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Geting 50 https://www.lesswrong.com/posts/Rdwui3wHxCeKb7feK/ getting-50-sota-on-arc-agi-with-gpt-4o , 2024
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.437701Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61c2b909-31fc-4852-a84d-bfab6ae4bfdd · outbound
This paper cites The larger the better? improved llm code-generation via budget reallocation, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering The larger the better? improved llm code-generation via budget reallocation, 2024
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.046082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c98269de-1fb0-44fe-9dcb-97c96532a0f6 · outbound
This paper cites Mostofa Ali Patwary, Yang Yang, and Yanqi Zhou.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Mostofa Ali Patwary, Yang Yang, and Yanqi Zhou
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:28.034540Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c3a464c3-6ae8-44c0-b870-6e5d26cd7128 · outbound
This paper cites Rae, Oriol Vinyals, and Laurent Sifre.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Rae, Oriol Vinyals, and Laurent Sifre
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.448490Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bed0c1e4-8578-4109-9f43-b5827b67ac38 · outbound
This paper cites Zhang, Michael Luck, Qingwen Bu, Yuhao Qing, and Heming Cui.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Zhang, Michael Luck, Qingwen Bu, Yuhao Qing, and Heming Cui
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.452555Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05b8f321-9098-40c4-876a-d7c2a4d7a04e · outbound
This paper cites Large language models cannot self-correct reasoning yet, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Large language models cannot self-correct reasoning yet, 2024
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.455952Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7123e50-0ee7-479b-bb30-5a8a3a32ec96 · outbound
This paper cites Qwen2.5-Coder Technical Report.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Qwen2.5-Coder Technical Report
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.459469Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af069ce2-a80f-42ef-bcdd-af0d6d6ae15f · outbound
This paper cites Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.463395Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9478aa5d-1774-4a03-9ecd-c3953a1ddec7 · outbound
This paper cites Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.466999Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07cbebc7-6f28-4e55-98e8-a520387c1e62 · outbound
This paper cites Starcoder: may the source be with you!, 2023.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Starcoder: may the source be with you!, 2023
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.990033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d2832cfd-8d05-44d8-86f2-4ef799f10bfd · outbound
This paper cites Dunn, Hao Tang, Michelangelo Naim, Dat Nguyen, Wei-Long Zheng, Zenna Tavares, Yewen Pu, and Kevin Ellis.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Dunn, Hao Tang, Michelangelo Naim, Dat Nguyen, Wei-Long Zheng, Zenna Tavares, Yewen Pu, and Kevin Ellis
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.978285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 60c796c4-e751-47b2-a230-702e5226a389 · outbound
This paper cites Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando de Freitas, Koray Kavukcuoglu, and Oriol Vinyals.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando de Freitas, Koray Kavukcuoglu, and Oriol Vinyals
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.966887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 49e06df8-25ea-4a4f-8a4f-702c06b3c22d · outbound
This paper cites Let’s verify step by step, 2023.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Let’s verify step by step, 2023
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.481930Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f292854e-c262-422e-bb11-06f05df27036 · outbound
This paper cites Large language model-based agents for software engineering: A survey, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Large language model-based agents for software engineering: A survey, 2024
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.485597Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fbb5678-187b-42ff-a2d7-b7e9fd1e9ef4 · outbound
This paper cites 100M token context windows, aug 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering 100M token context windows, aug 2024
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.940882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 141392b5-9c83-4f18-917f-9d4d3aca8fc2 · outbound
This paper cites The next chapter of the gemini era for developers, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering The next chapter of the gemini era for developers, 2024
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.930087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6760f1c3-2ea0-4bb0-8527-3dad366f2ffa · outbound
This paper cites an unresolved cited work.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:57:27.919632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7ec89519-ef2a-42b2-a1c0-6c9060f100da · outbound
This paper cites Nvidia l40s data sheet.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Nvidia l40s data sheet
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.908082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 122392e4-e3f1-42a3-97f0-3e720e8a5b4c · outbound
This paper cites Show your work: Scratchpads for intermediate computation with language models, 2021.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Show your work: Scratchpads for intermediate computation with language models, 2021
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.504119Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fb558e9-606c-4e86-be42-2c3977fb86fa · outbound
This paper cites Introducing openai o1, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Introducing openai o1, 2024
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.507669Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ca1527a-6e66-4c63-a264-57231de0089f · outbound
This paper cites Kernelbench: Can llms write gpu kernels?, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Kernelbench: Can llms write gpu kernels?, 2024
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.882987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1ecafa6e-5bb8-4050-baf2-7a1fdfdc21ab · outbound
This paper cites Sota on swebench-verified: (re)learning the bitter lesson, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Sota on swebench-verified: (re)learning the bitter lesson, 2024
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.870388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 63ddc32b-b89f-42f1-bcfa-d8639edbebc2 · outbound
This paper cites Microsoft has over a million paying Github Copilot users: CEO Nadella.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Microsoft has over a million paying Github Copilot users: CEO Nadella
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.859272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6dfe9699-2a8d-4128-bceb-d0613233684d · outbound
This paper cites Specrover: Code intent extraction via llms, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Specrover: Code intent extraction via llms, 2024
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.847923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0ebdb402-7778-42db-a209-4ae5adae418a · outbound
This paper cites Runpod cloud gpu pricing.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Runpod cloud gpu pricing
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.836813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0fea2e3a-cbce-4e05-b1e1-291991fb6122 · outbound
This paper cites Kelly Buchanan, Mayee Chen, Neel Guha, Christopher R´ e, and Azalia Mirhoseini.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Kelly Buchanan, Mayee Chen, Neel Guha, Christopher R´ e, and Azalia Mirhoseini
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.825680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a313a45e-92ac-4aa4-a756-dfde70621553 · outbound
This paper cites Beyond chinchilla-optimal: Accounting for inference in language model scaling laws, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Beyond chinchilla-optimal: Accounting for inference in language model scaling laws, 2024
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.532211Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1a76b45-688c-459c-8b56-e0ee9dbe55f1 · outbound
This paper cites Raising the bar on SWE-bench Verified with Claude 3.5 Sonnet.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Raising the bar on SWE-bench Verified with Claude 3.5 Sonnet
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.808162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bc4ef24d-0861-4cdb-bffa-d4805fbf1075 · outbound
This paper cites Mastering chess and shogi by self-play with a general reinforcement learning algorithm, 2017.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Mastering chess and shogi by self-play with a general reinforcement learning algorithm, 2017
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.539830Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7867d499-05da-48e3-9f11-9919f25db229 · outbound
This paper cites Scaling llm test-time compute optimally can be more effective than scaling model parameters, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Scaling llm test-time compute optimally can be more effective than scaling model parameters, 2024
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.543288Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f668e9cf-9e7f-4571-b101-4fa2b0c96a0b · outbound
This paper cites an unresolved cited work.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:57:27.783525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8ccbec8b-4532-446d-babe-f3b4cc935c01 · outbound
This paper cites Alphacode 2 technical report, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Alphacode 2 technical report, 2024
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.772818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ccd597a2-05c5-4f23-85ff-d1c5011ec6e7 · outbound
This paper cites Qwq: Reflect deeply on the boundaries of the unknown, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Qwq: Reflect deeply on the boundaries of the unknown, 2024
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.762228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 055a112a-748e-443b-af51-cc19557c8e21 · outbound
This paper cites Scicode: A research coding benchmark curated by scientists, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Scicode: A research coding benchmark curated by scientists, 2024
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.751392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9ef6100c-ac22-449d-9e19-a3ad27310382 · outbound
This paper cites Trinh, Yuhuai Wu, Quoc V.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Trinh, Yuhuai Wu, Quoc V
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.740085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 04e98002-16cc-4b24-804f-13ebaf9eca86 · outbound
This paper cites Planning in natural language improves llm search for code generation, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Planning in natural language improves llm search for code generation, 2024
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.564414Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e0e1594-9991-42f1-85a4-83f706d7d75e · outbound
This paper cites Mixture-of-agents enhances large language model capabilities, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Mixture-of-agents enhances large language model capabilities, 2024
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.568027Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f29e735-cb08-4300-a2ba-999357d7151b · outbound
This paper cites an unresolved cited work.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Unresolved cited work
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.571659Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47baac66-b220-4105-a6c8-5ea528459b5d · outbound
This paper cites Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.575092Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b48fab82-d74c-49d3-87ea-d97fb4686bc6 · outbound
This paper cites Self-consistency improves chain of thought reasoning in language models, 2023.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Self-consistency improves chain of thought reasoning in language models, 2023
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.578403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 225ecf8f-50d3-48f0-ae2d-089cd48c9163 · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models, 2023.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Chain-of-thought prompting elicits reasoning in large language models, 2023
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.581692Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 534be638-f2cc-49e1-91ab-073f925f9e43 · outbound
This paper cites Inference scaling laws: An empirical analysis of compute-optimal inference for problem-solving with language models, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Inference scaling laws: An empirical analysis of compute-optimal inference for problem-solving with language models, 2024
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.688141Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 731e7987-2416-4df0-ba67-60b601f22cf5 · outbound
This paper cites Agentless: Demystifying llm-based software engineering agents, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Agentless: Demystifying llm-based software engineering agents, 2024
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.588266Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b8f50b5-8e9c-4e1b-a257-1a9955c9ddb1 · outbound
This paper cites Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.591912Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c666a34b-3da3-45ea-9c97-8d548e677eb0 · outbound
This paper cites React: Synergizing reasoning and acting in language models, 2023.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering React: Synergizing reasoning and acting in language models, 2023
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:57:27.595289Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbf85816-37fe-4647-b277-c8aaa91e8e91 · outbound
This paper cites Commit0: Library generation from scratch, 2024.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Commit0: Library generation from scratch, 2024
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.656049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2ae56430-a876-4f22-a979-c18f99dee0b4 · outbound
This paper cites Moatless tools.
CodeMonkeys: Scaling Test-Time Compute for Software Engineering Moatless tools
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:57:27.643807Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
Observation 7f265e26-4bd5-407f-ac99-635c2e12cce4 · inbound
J1: Exploring Simple Test-Time Scaling for LLM-as-a-Judge cites this paper.
J1: Exploring Simple Test-Time Scaling for LLM-as-a-Judge CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:50:10.477308Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 318ca24f-9864-4c25-94c3-2155c5044e92 · inbound
Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering cites this paper.
Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:47:19.679222Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aca9d154-0e07-4303-91e7-a17b63026535 · inbound
Intent Factored Generation: Unleashing the Diversity in Your Language Model cites this paper.
Intent Factored Generation: Unleashing the Diversity in Your Language Model CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:47:42.339882Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e984e6f6-fe80-403c-aa64-3f8bbe667f61 · inbound
RoboMonkey: Scaling Test-Time Sampling and Verification for Vision-Language-Action Models cites this paper.
RoboMonkey: Scaling Test-Time Sampling and Verification for Vision-Language-Action Models CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:06:38.519265Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a506cdaf-03d9-4bbf-8546-4787acd178c7 · inbound
CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks cites this paper.
CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:32:30.995056Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a10257c8-e280-4762-adb2-3e9f6523d534 · inbound
ParaStudent: Generating and Evaluating Realistic Student Code by Teaching LLMs to Struggle cites this paper.
ParaStudent: Generating and Evaluating Realistic Student Code by Teaching LLMs to Struggle CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:45:47.561662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01c79012-8d84-4655-9529-24061f0741e1 · inbound
ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution cites this paper.
ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 145
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:58:58.940024Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5abb4837-31fc-4002-aeb1-549e41fb2ccf · inbound
CodeChemist: Test-Time Scaling for Low-Resource Code Generation via Functional Knowledge Transfer cites this paper.
CodeChemist: Test-Time Scaling for Low-Resource Code Generation via Functional Knowledge Transfer CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T13:26:48.956858Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6d35813-61bb-4300-83b3-45b643d4bf2d · inbound
Verifier-free Test-Time Sampling for Vision-Language-Action Models cites this paper.
Verifier-free Test-Time Sampling for Vision-Language-Action Models CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T11:20:11.971444Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbb639a1-b870-46ca-93c2-274b9790d825 · inbound
Can Old Tests Do New Tricks for Resolving SWE Issues? cites this paper.
Can Old Tests Do New Tricks for Resolving SWE Issues? CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T05:30:55.297428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8f7f4a26-332f-4616-b31f-afa61ab3c5a9 · inbound
Investigating Test Overfitting on SWE-bench cites this paper.
Investigating Test Overfitting on SWE-bench CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:00:10.756853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 407a3704-c63e-45ae-b100-8b33a4868435 · inbound
Vec-LUT: Vector Table Lookup for Parallel Ultra-Low-Bit LLM Inference on Edge Devices cites this paper.
Vec-LUT: Vector Table Lookup for Parallel Ultra-Low-Bit LLM Inference on Edge Devices CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T00:48:45.798189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 264f4f37-8ddd-4d2f-86d7-682097bc010a · inbound
Rethinking the Value of Agent-Generated Tests for LLM-Based Software Engineering Agents cites this paper.
Rethinking the Value of Agent-Generated Tests for LLM-Based Software Engineering Agents CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T06:37:28.477528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bb62a13a-681a-4748-9c0c-c9bd28bdd7ec · inbound
Self-Consistency from Only Two Samples: CoT-PoT Ensembling for Efficient LLM Reasoning cites this paper.
Self-Consistency from Only Two Samples: CoT-PoT Ensembling for Efficient LLM Reasoning CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T05:41:01.845226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1dfacbf8-abd6-41ef-88b3-be83adc8a4ff · inbound
Reproduction Test Generation for Java SWE Issues cites this paper.
Reproduction Test Generation for Java SWE Issues CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T17:56:06.478704Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8046cbc4-b207-4bc6-8172-6720c7f0230d · inbound
Reproduction Test Generation for Java SWE Issues cites this paper.
Reproduction Test Generation for Java SWE Issues CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T00:50:49.897743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f47d4017-d3e3-45d4-9eca-2fd78f743d6e · inbound
Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation cites this paper.
Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T20:49:00.628738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e8a75c79-9f58-41a2-8fd1-7783cd8443d0 · inbound
Sakana Fugu Technical Report cites this paper.
Sakana Fugu Technical Report CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 179
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T06:29:38.273223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7f5e8b7b-80de-4d70-801f-ee7179850d05 · inbound
AlgoEvolve: LLM-driven Meta-evolution of Algorithmic Trading Programs cites this paper.
AlgoEvolve: LLM-driven Meta-evolution of Algorithmic Trading Programs CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T15:09:54.457511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 40d7aeb9-0788-49cd-a8dd-5f4851ee30da · inbound
A Single Patch Is Not Enough: Deterministic Fusion of Repair Candidates cites this paper.
A Single Patch Is Not Enough: Deterministic Fusion of Repair Candidates CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 12
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T09:37:49.222290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation de9ac188-f476-45b8-bceb-9f8cb4095d96 · inbound
PACE: A Proxy for Agentic Capability Evaluation cites this paper.
PACE: A Proxy for Agentic Capability Evaluation CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:38:18.291828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bdb07f33-74b2-4c8e-82d6-34bc2760d22f · inbound
PACE: A Proxy for Agentic Capability Evaluation cites this paper.
PACE: A Proxy for Agentic Capability Evaluation CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T08:29:58.561496Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3363c944-dfe7-427f-9782-0a8e40b18941 · inbound
SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery cites this paper.
SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T06:56:07.062101Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e33ff6f2-0f24-400a-a52e-da623d906002 · inbound
EvoOtter: Evolutionary Reproduction Test Generator cites this paper.
EvoOtter: Evolutionary Reproduction Test Generator CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T06:36:54.612590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ce01665-0a88-4705-8408-8ed32ae7acb1 · inbound
PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents cites this paper.
PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents CodeMonkeys: Scaling Test-Time Compute for Software Engineering
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T14:11:53.828573Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.