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Paper Citation Record · LEDGER

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories

As of 9 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 1 inbound Pith citation observation for arXiv:2502.06111.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.06111 v2

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:46:04.081790Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T07:22:58.072356Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-18T07:26:03.493470Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy7
  • unresolved50
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 753fd10c-c535-4334-bd78-de73d60b9d29 · outbound

This paper cites Agent-101: A software engineering agent for code assistance developed by ibm research.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Agent-101: A software engineering agent for code assistance developed by ibm research

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.834158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.834158Z digest=sha256:bb7d7e44492f99d83bc6d0e61edb057f7a35810eba18885f0e21c5a56da21bed

Observation 29d2e035-1c08-41cd-8139-20c5057d7735 · outbound

This paper cites Amazon q developer the most capable generative ai–powered assistant for software development.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Amazon q developer the most capable generative ai–powered assistant for software development

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:46:05.171961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.839000Z digest=sha256:9b01c4aabcff83d4e7d627ffb7fce4374f342b20789f18d7918cfcd5cde29d4d

Observation 5fd33af2-805d-43ab-a37d-a02f1415f024 · outbound

This paper cites Devin, ai software engineer.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Devin, ai software engineer

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:46:05.156747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.844034Z digest=sha256:28bf86f23423b8f87636597e988a5d3887b090ebaa75681bcb5c2a67d4a78a26

Observation 6071f6b2-78c0-471c-9e22-8e487b78f471 · outbound

This paper cites Factory bringing autonomy to software engineering.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Factory bringing autonomy to software engineering

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:46:05.142088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.848725Z digest=sha256:b40c679000fe6aac4f4a71dc55baf87897f806200eefadcee8a5dae9c01180e5

Observation 3c7ccf99-0f30-4e89-97e0-bc48651ec520 · outbound

This paper cites Lingma agent.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Lingma agent

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.853262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.853262Z digest=sha256:229cce24fc82c79f4473c8cb1f2f932cb1a2b386aec32b30b151250c2f89b2c0

Observation a97800f3-3fee-4473-b127-4b17f62f6675 · outbound

This paper cites Marscode code and innovate faster with ai.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Marscode code and innovate faster with ai

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:46:05.113419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.858092Z digest=sha256:01f6330a0c43f79be600bb6644e57d2ea9830d5f15efe576a5135218caf95a32

Observation 1b4a9753-fb5a-4f7f-9cd5-c4e401b7fcab · outbound

This paper cites Opencsg starship.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Opencsg starship

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:46:05.062224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.863349Z digest=sha256:1fb2177a1343f28150cb2db2c70d78ec442b3b603254c7799ee72f072cf5ca32

Observation af95d016-20b2-418d-93d7-7134984f91da · outbound

This paper cites Opendevin: Code less, make more.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Opendevin: Code less, make more

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:46:05.042877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.868043Z digest=sha256:2e82347fe0a9574d54012b04f4baee588e3bed0b23ba2117f19b1d0049b882ce

Observation f807f0c6-b81c-4852-9a17-7a60aa9805f5 · outbound

This paper cites Swe-bench lite.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Swe-bench lite

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:46:05.027082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.872695Z digest=sha256:f238099780a2710f3bc4bde0e7233cbe1cbb10da59ce87341f062c9adb4e809e

Observation 1f6bfdc6-72ea-48fe-ae16-736c19f3035d · outbound

This paper cites GPT-4 Technical Report.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories GPT-4 Technical Report

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.877206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.877206Z digest=sha256:a53e2bc70320fc9c281d3574a101b6de22e4f5824d8b3d89c5e87e2b1fd39f67

Observation 3767d424-e270-4653-8a0c-be25150aea57 · outbound

This paper cites Program Synthesis with Large Language Models.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Program Synthesis with Large Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.882241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.882241Z digest=sha256:bcf82e21bb19c88a45c841018253122e8775169bd311b12d310d2168b93cb513

Observation 551d7956-e230-4f4a-8c12-c03a8b547378 · outbound

This paper cites RepairAgent: An Autonomous, LLM-Based Agent for Program Repair.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories RepairAgent: An Autonomous, LLM-Based Agent for Program Repair

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.886478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.886478Z digest=sha256:90ccc739cd764f90a2a82e1f060af4d3faa25c43587d54c7addb59f71090a7d2

Observation c820c9f5-c913-41df-9b37-6421d5bf1edc · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:05.012811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.890633Z digest=sha256:4fb42047cb8e4bc6f99a82a5c3e9eac4f362b93b61f625cd0d0a32c3075b22a8

Observation bcf5f192-aa6b-4628-9ad2-1d904993a2db · outbound

This paper cites CodeR: Issue Resolving with Multi-Agent and Task Graphs.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories CodeR: Issue Resolving with Multi-Agent and Task Graphs

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.894687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.894687Z digest=sha256:53f7b1d70e9f77a4e0a9fa98f68ed3ec1e4b3fabbee879b87a4f13542fc25ecb

Observation edc0fec3-5edc-4ab1-ba69-9d3658992924 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Evaluating Large Language Models Trained on Code

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.899020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.899020Z digest=sha256:721a212201e6d8fd1dce39befda4ede01bd4c78952a7b13b77bb2fab1aacfe2d

Observation e4dd2642-543b-4f22-a299-78f65a45d708 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.998980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.903084Z digest=sha256:c622794a429a1b5cd931f9cfd010b266ebcd8076d988321d06dc52e4588efebc

Observation 18591358-a9e0-483d-8aa6-7176a279ac34 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.984054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.907172Z digest=sha256:420dc3d6d00b14c24a01f3f1c67103cf49a1a1a93a8f4dda827d2e842715278e

Observation d25a49da-ad19-4560-968b-5c7793de3b07 · outbound

This paper cites The Llama 3 Herd of Models.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories The Llama 3 Herd of Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.911257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.911257Z digest=sha256:23221aefa338665d81793d666b5f9e91085c9095bdd2c7c3d855156fc409dbc8

Observation 70749ee1-ec46-4dfc-990a-246bb95bdec2 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.970788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.915925Z digest=sha256:48eecccfa2aca0138ac6c51596309890516f45b5c84e44a9a40ca265ba941d55

Observation b6df78a6-fc65-4bbf-afd3-252327efc130 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.920050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.920050Z digest=sha256:a1f6ab8a3b4df48b8af87976299ea16886546e28e39ba11783114b971756c37d

Observation 4665916e-77e0-4fe2-8f02-c2ad3da5e73a · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.956272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.924635Z digest=sha256:77ac53d7a29cd1e5ee7ea4cd703b33cdfba0477a41dd837473a38c96bed0ad27

Observation 6698713b-6d12-4e34-9806-75e664cee2cb · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.928748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.928748Z digest=sha256:79bc8ee5a44e58efffb1409df9f4fb4ed70d2b2d76d579b929c6c0e32ce96857

Observation 5a51866b-5289-4b49-8722-797fc48c0a90 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.941628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.933089Z digest=sha256:6035d3bff7202618ec2dae42fde2c3c2014db06b7cd55c340b96013f748d6afa

Observation 71dfb7c7-0ce5-4a4d-8c6e-a9b2ab57ade3 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.927306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.937204Z digest=sha256:acf2bf4691b993059254cd6485c3450907f89c62c3e8101c4cb0343184d19be2

Observation 2cb5680d-4582-4015-90cc-5ec69f0ef595 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.941362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.941362Z digest=sha256:e950c2be79b37536c5ceb881d9c8aa51af6301ed62effdf59c8eb0324b2b8239

Observation 6979afad-c3e3-41b6-909e-64b6514d9960 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.945388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.945388Z digest=sha256:048b0f43e946a9bc5b787cbf4f5ce2ef096d9f9f33c580efc1e1c20a42f7e6c3

Observation 946191f1-a802-4717-bc7b-b2bd7c3ecef7 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.949612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.949612Z digest=sha256:354db40b0ae280e30ecad44f8a22d02f4d0ab7784ca5e52c9e059a0b4aff4081

Observation ab194196-d9a7-433b-8ad9-5faa2d5f790d · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.883390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.953591Z digest=sha256:5ddd76ded262bdc62ff03880631340d1a0877be8d90ea71c7073ccaca0168e98

Observation 5b82f09a-af1c-4d2a-a161-0c92b0f1f05f · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.868181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.957495Z digest=sha256:149decac4d534078b2adf8b01619e73176ee0a2e6dfb89608e2c36df2fb1ff17

Observation 6ee1367e-bee9-4d51-9593-7585eb8eab90 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.854513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.961509Z digest=sha256:d7132eb36f0f48a16bd451f2af2ade802dd73f0067572a575561e18599feac1f

Observation a8cbef5a-e4fd-431c-9719-969583696a7a · outbound

This paper cites Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando de Freitas, Koray Kavukcuoglu, and Oriol Vinyals.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando de Freitas, Koray Kavukcuoglu, and Oriol Vinyals

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.965765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.965765Z digest=sha256:d0008cf342b1f77f232bf8711efa41a798dcb7e9177f0bde1ca44ee486de4339

Observation c976d7dc-aa5c-414b-a877-87b7e9d4e9d8 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.840717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.969803Z digest=sha256:bcecee0db765a42e9aa6c9b4fab91aca60cda6c33347083ab0a37fa21248362d

Observation d85d3c80-c014-4db3-8852-9e0ad2772dcd · outbound

This paper cites RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.974326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.974326Z digest=sha256:ab908a5bc44f177560cf1561bc2ff3db1a7004e5479dcc6c290bf6150246150f

Observation a55df4ef-bb2b-496e-9676-4fc139db24fb · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.826863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.979142Z digest=sha256:0a5c5f638ed0ef99e7ff717e315a6d4bb55a264613e14a9e071c61f2c4e85dd6

Observation 51392ac2-6c80-4f01-b055-a72455e638a8 · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories StarCoder 2 and The Stack v2: The Next Generation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.983954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.983954Z digest=sha256:9b2989bb21f81cd942581c050dca6098f83d800c08c8cdd7faaf33acdc7a14e7

Observation 4daf938b-43a3-4001-9509-1ef7ab0a59f3 · outbound

This paper cites WizardCoder: Empowering Code Large Language Models with Evol-Instruct.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.988734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.988734Z digest=sha256:5c19f58c1da69ccd1479b27534617080d2c165c200935ac077c0838674b5b099

Observation 4df5666c-2155-4150-8d2d-ac500bf90392 · outbound

This paper cites Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:03.993464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:03.993464Z digest=sha256:c27de4ce83df4fd3ca0b605c14b2a3e00632d38bbdf78be75b85a785b6086eb3

Observation a49c925a-8876-4de3-a39b-0d13f20f9c04 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.812028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:03.998022Z digest=sha256:6a706bd433b9f24f27b3106d7a81f572fd41d72c1ff7389181a38c4432eec78c

Observation 19dad2d1-53e2-4c83-9577-0c76ea61f8b4 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.002923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.002923Z digest=sha256:01c5dcece6ffa307736aad8105b133df01626cea0d48629377ec43ecd37aa106

Observation ce754184-e7d3-401c-99c6-bb3184c102f5 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.788163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:04.007324Z digest=sha256:8212edf96a57d6aba645678d9a1640b6d10a05d3b7074a538b2188817a78a9c0

Observation 3439cbf9-e79d-418b-a192-49bb46f0827e · outbound

This paper cites Code Llama: Open Foundation Models for Code.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Code Llama: Open Foundation Models for Code

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.011327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.011327Z digest=sha256:bd1121d589832dd9654f5ed2ec5a496e64fa245b7fd35d9d2e07ab6a00acc56e

Observation 98c38fc7-610a-4067-881b-f32a604ebec5 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.015403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.015403Z digest=sha256:dd680bbde8ed09e5231dc54c569711c6c646d39dd4a06a37d70ae5aa82d76beb

Observation b8312b59-e4d8-4349-8b0a-6f0db997d4b2 · outbound

This paper cites Leveraging Automated Unit Tests for Unsupervised Code Translation.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Leveraging Automated Unit Tests for Unsupervised Code Translation

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.019496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.019496Z digest=sha256:1dd4165e2db3e9f52445df7ead175c12fa251c25837a42068b14069fbf4f7a0b

Observation 97e3385a-7082-4138-b4bf-76847e199393 · outbound

This paper cites Magicoder: Empowering Code Generation with OSS-Instruct.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Magicoder: Empowering Code Generation with OSS-Instruct

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.023494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.023494Z digest=sha256:4e5a326a0a8f44f56c82483563a106f78ceedcc3c5d50a5b1f5234fe5d4161d9

Observation 1d0fc3a3-3c2c-4da7-8f9d-199e2bef372b · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.027598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.027598Z digest=sha256:61d26318d16f7284c910c9b201b1c9831b0813aea0fca4b684728df07df838aa

Observation 785faeec-8fc9-45ed-85c7-2d548709fd74 · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Agentless: Demystifying LLM-based Software Engineering Agents

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.031657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.031657Z digest=sha256:9a873b3ee87fbab99d11bcd86454db669c3cb7c296045026829e186b570e7d9b

Observation 36094ce6-e17e-4193-9a03-76aa3f45d8f0 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.763121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:04.036138Z digest=sha256:87f29ebb278e51e15c59defee16566b93a94e2c14e5cb30511095268d79ee23f

Observation 735e8acd-a41d-489a-a12e-2d6ce8ea1d97 · outbound

This paper cites an unresolved cited work.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-08T16:46:04.747616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-08T16:46:04.040471Z digest=sha256:b8a289cd86ac02c2d9f44ccb911bb04a4c62629407a430579029fb2a44ce89ad

Observation e65bb809-ed2b-4f0e-8cc0-8b95d0c60d7f · outbound

This paper cites Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.044769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.044769Z digest=sha256:35c7093867b10499e16bc8e830c6e23d0bbdb6ce0d0e63f4ad8a9e5b1066de48

Observation e9745207-d94c-4bd6-9eca-5e14650fdf3f · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.049257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.049257Z digest=sha256:207f78756644330b160d245b5464d27a2b89a0d326b0fd00a0878f24ac474a2d

Observation be8cfd84-c410-4b06-bacd-2aa31b2d4f5e · outbound

This paper cites Natural Language to Code Generation in Interactive Data Science Notebooks.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Natural Language to Code Generation in Interactive Data Science Notebooks

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.054718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.054718Z digest=sha256:3ba49feb6ffeef9d4028df5801cfd80e098229ccb8922e86ae4635ebc8596f52

Observation e8ff8696-9a06-4deb-bee9-9cf75d6945e5 · outbound

This paper cites RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.059419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.059419Z digest=sha256:4cc7ec667f546d3baf058b00db714e571a77f662182d3e5b092083d9b484e412

Observation cceda816-7ed8-4369-bf58-fc22e73f5592 · outbound

This paper cites AutoCodeRover: Autonomous Program Improvement.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories AutoCodeRover: Autonomous Program Improvement

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.064358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.064358Z digest=sha256:5296a1fde03ce9fd87949e7e574f0099352482c1606d07c376a0acd97b64a4fd

Observation fe73dc69-b27d-457e-81bf-cf12991d8a48 · outbound

This paper cites CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.068653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.068653Z digest=sha256:cc7c30c12c6ae1215385a6b17e544c24eb5d2d6e8bce3a2edc8134e686e616ef

Observation 1792b19c-0e48-40df-a745-98bb6ebf3bbc · outbound

This paper cites OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.072853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.072853Z digest=sha256:dc175b8a675195e18bd91440ceb509f7ed0543bda4b7c12ef925dc31a3066f7c

Observation 88625d5e-5bdd-4c87-b8a7-1b6e21aca5d3 · outbound

This paper cites online" 'onlinestring :=.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories online" 'onlinestring :=

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.077275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.077275Z digest=sha256:ac78b421a35e2c97101c9027ec490e17bd78f32d113bbe8d973dce512d7d8bb3

Observation c8d38601-a52e-4131-a368-b3b431ca0b2e · outbound

This paper cites write newline.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories write newline

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-08T16:46:04.081790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:46:04.081790Z digest=sha256:4778b8ea236eb97189b3264dca9803bf6b579f8b184a8282c20bd3aff6b62acc

Pith citing papers

Observation b3f3b627-f1b8-4b77-ba90-bd54edc28f7e · inbound

GenCellAgent: Generalizable, Training-Free Cellular Image Segmentation via Large Language Model Agents cites this paper.

GenCellAgent: Generalizable, Training-Free Cellular Image Segmentation via Large Language Model Agents CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-18T07:26:03.496507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-18T07:22:58.072356Z digest=sha256:794e4ac7da7ecd3369d27041042cc6e3a897f4c316aa9bf9180ed82a735acdc8