Pith. sign in

Paper Citation Record · LEDGER

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair

As of 18 August 2026, this Paper Citation Record lists 89 of 89 outbound references and 0 inbound Pith citation observations for arXiv:2608.13292.

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

pith.paper-citation-record.v1
2608.13292 v1

Coverage vector

measured 89 of 89 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:32:16.925122Z

measured 89 of 89 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

89 of 89 outbound references displayed

  • verified exact6
  • verified fuzzy38
  • unresolved45
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 60898b98-d0e2-4d9e-a54c-dc09f1beb06c · outbound

This paper cites A systematic literature review on large language models applications in computer programming teaching evaluation process,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair A systematic literature review on large language models applications in computer programming teaching evaluation process,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.418190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.418190Z digest=sha256:c7479a8e44aebb704ba9a56fdaa7de1345ce0854aabfd1148b8d092f8aaa9f66

Observation 38949910-c647-48e8-8fdf-a23ed06ddae8 · outbound

This paper cites Patch generation in apr: A survey from the perspectives of utilizing llms and using apr-specific information,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Patch generation in apr: A survey from the perspectives of utilizing llms and using apr-specific information,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.423581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.423581Z digest=sha256:4e7e373cecde25a6028bef8b8941b60a31f3c91d55dda48dadfd3a49dc966a44

Observation 76a799e9-c3ca-43c3-9be3-3829fbf89a0f · outbound

This paper cites A survey of llm-based automated program repair: Taxonomies, design paradigms, and applications,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair A survey of llm-based automated program repair: Taxonomies, design paradigms, and applications,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.428497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.428497Z digest=sha256:280f216331140127ea63960f1c5619b2f35aa3c3b6db8d27aede886e93832545

Observation 8c03ac06-0308-4941-9a7e-4b665837650f · outbound

This paper cites When large language models confront repository-level automatic program repair: How well they done?.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair When large language models confront repository-level automatic program repair: How well they done?

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.433446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.433446Z digest=sha256:10d53e3ac92e3d42f3ca1f1d5b4320ccc53934335e996e9d2c1bce2c0c713bf1

Observation 02de1283-2d4f-4b0e-b5f0-c5861a17db2e · outbound

This paper cites Agentic Software Issue Resolution with Large Language Models: A Survey.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Agentic Software Issue Resolution with Large Language Models: A Survey

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.438271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.438271Z digest=sha256:ce7a7e22a20b6be674789bbfb68c3df3d2200c01a94a41aa63ed182f9c1df31c

Observation 6a74e9c4-b142-45c4-ae26-68828e32fb37 · outbound

This paper cites Swe-bench: Can language models resolve real-world github issues?.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Swe-bench: Can language models resolve real-world github issues?

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.443483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.443483Z digest=sha256:0e85ed155c6ed716ec7545042e46813a60c7f5cc5035f6ea0d115cb647c7995e

Observation 87240126-946d-484c-aa6a-765ee6d6654b · outbound

This paper cites Automated program repair,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Automated program repair,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.448717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.448717Z digest=sha256:e1e6401fda07dc917e0862708d389f327f24528296e9f48aa9d4ecaaf005837b

Observation d2903e52-bc2b-4dd4-8e49-d73d6ac9ed22 · outbound

This paper cites Small patches get in!.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Small patches get in!

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.453303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.453303Z digest=sha256:1a61d01c43ead6501d8ff89aa4afc57150199e8fd8d1d22d50194ee2e2a8dc1c

Observation bb0ec8ce-52a4-48b4-bbe7-520cdf6a1dc5 · outbound

This paper cites Evaluating agent-based program repair at google,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Evaluating agent-based program repair at google,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.457935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.457935Z digest=sha256:75f6cefc244bc4d17f6372d748669f84dfd2ae69743f098340a9073e571438e5

Observation 3d6c707d-9fc0-4f21-8965-96b118598c87 · outbound

This paper cites Writing acceptable patches: An empirical study of open source project patches,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Writing acceptable patches: An empirical study of open source project patches,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.462803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.462803Z digest=sha256:02d1dd1378509c4a4c11486750a569bf0382b509cb4741e7bd9702ca0a6b1760

Observation 4c40b90a-32f5-4d24-a4ed-51b5e93bc6a8 · outbound

This paper cites An exploratory study on confusion in code reviews,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair An exploratory study on confusion in code reviews,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.467254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.467254Z digest=sha256:5f17667cc45dc13aa1ec5e9834c0fa536c289e580208db1d9336f1fb6c902b12

Observation bbc95751-2c67-4e7d-8944-02ed782db134 · outbound

This paper cites Toward understanding the rhetoric of small source code changes,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Toward understanding the rhetoric of small source code changes,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.869432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.472061Z digest=sha256:bc1cd7e0be564ba68598012baceb2f3fb5af586b61d4f36a33f231428a20c874

Observation 6c7dd60a-8f94-42b9-8c30-e432021f745a · outbound

This paper cites Directfix: Looking for simple program repairs,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Directfix: Looking for simple program repairs,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.853127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.477011Z digest=sha256:e1ffdf691a9688a5518e2b446830e782655530aa50a4816aae9dba4ace7daaaa

Observation ada09f4c-9962-40a9-a961-4326fb28feca · outbound

This paper cites Aligning llms to fully utilize the cross-file context in repository-level code completion,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Aligning llms to fully utilize the cross-file context in repository-level code completion,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.838743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.481509Z digest=sha256:52e3bce4f1c4950713c2929f8ba252465c60866974d8c280749940b073870fd4

Observation 28fa61f8-f085-4019-a8f0-aaebe775ba32 · outbound

This paper cites Evaluating representation learning of code changes for predicting patch correctness in program repair,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Evaluating representation learning of code changes for predicting patch correctness in program repair,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.822959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.486140Z digest=sha256:2f843e9eb5eb3f3b2bc8e91cf428eaa27a73f76b6cdf4412b092c9a4b55bd7b4

Observation 23c55963-3bc5-48d8-877b-90e9ec4cfadf · outbound

This paper cites Utango: untangling commits with context-aware, graph-based, code change clustering learning model,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Utango: untangling commits with context-aware, graph-based, code change clustering learning model,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.807041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.490753Z digest=sha256:11b142accb9a908ae796803be27f5e82b2d5c8341358adc10b9d25e24b87f1b3

Observation 661b32a0-6c52-4cc9-9aa8-5758fb463908 · outbound

This paper cites Atomizer: An llm-based collaborative multi-agent framework for intent-driven commit untangling,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Atomizer: An llm-based collaborative multi-agent framework for intent-driven commit untangling,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.495036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.495036Z digest=sha256:a24fb0f0a170d1bbf0c59f7a62cb4ac792cc33f27ced9d08ac0e80b8e677f3c3

Observation f16efd86-5a0e-465b-9b30-961bee1593e0 · outbound

This paper cites Toward a better understanding of probabilistic delta debugging,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Toward a better understanding of probabilistic delta debugging,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.792145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.499682Z digest=sha256:bdfcad403ebd19141a6c1510282a5119a0471c1adcfdfc466f17ae9d4482ccc2

Observation 212d6f8d-a0fd-429f-85ab-699aaf30b0bf · outbound

This paper cites Wdd: Weighted delta debugging,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Wdd: Weighted delta debugging,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.777106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.504258Z digest=sha256:54ef76838be66d06d565690751f354304e80fb784c0ca743de80b8b2977fda64

Observation b2df0586-f15a-4fd7-aba2-fe75ffbde698 · outbound

This paper cites Less is more: Adaptive program repair with bug localization and preference learning,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Less is more: Adaptive program repair with bug localization and preference learning,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.762393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.508833Z digest=sha256:c9b3c3d6347184c5df5496bfdc9d31dc4c10308fdb1a21c30c6a9c0009ee8e24

Observation 29bbcf8b-a509-41af-b437-de45938b554a · outbound

This paper cites QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-14T14:32:18.959295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.513102Z digest=sha256:844d5fde2ef98a6dfc3da0362677ce1d5db9cc319567bc0e39bd03b0198f0c32

Observation 2ea5c85d-49e6-407d-9e8c-ce585c9d06f0 · outbound

This paper cites Swe-bench leaderboards,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Swe-bench leaderboards,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.746834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.517688Z digest=sha256:bf4aca77db3fd14d0a8c8e8bf30439319dd9299a776717c5bb84710cace6255d

Observation bc2f0e24-b44c-424e-8120-efc80602165e · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Direct preference optimization: Your language model is secretly a reward model,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.521880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.521880Z digest=sha256:1ca859f1e553bfb77838d5ea9d11bdd41b6474d0b1c8c62219f245584b6de339

Observation 6fa1a24e-8f6f-44bb-8984-37ff079c626c · outbound

This paper cites An empirical study of sft-dpo interac- tion and parameterization in small language models,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair An empirical study of sft-dpo interac- tion and parameterization in small language models,

Reference 24

Resolution
verified exact
raw_fallback, observed 2026-08-14T14:32:18.937905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.525756Z digest=sha256:7464aa5a100ce27e957e8fa3c4b619dab97a25150538ace1fde956f176e68d64

Observation eacbe801-02b4-45c2-bfb1-a933ead69976 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Chain-of-thought prompting elicits reasoning in large language models,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.529906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.529906Z digest=sha256:9b5f1384fe6070a1f289f7aa09058786236e1fb5087921dac9b20a1150fb7903

Observation 57c0d5a4-c807-4dbf-b2d7-c92151b74876 · outbound

This paper cites Unicott: A unified framework for structural chain-of-thought distillation,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Unicott: A unified framework for structural chain-of-thought distillation,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.713897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.533987Z digest=sha256:2f592aec776b81327abe1999d92870f55dab1e0b3aa92b1bfbd7fb5aa17a0d7d

Observation 06f09f0f-c884-4c3c-ba22-9251cfdaa6ac · outbound

This paper cites CoT-Self-Instruct: Building high-quality synthetic prompts for reasoning and non-reasoning tasks.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair CoT-Self-Instruct: Building high-quality synthetic prompts for reasoning and non-reasoning tasks

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.538145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.538145Z digest=sha256:83d2d61ff1569d962776493b8dc2df0ed0e673be748a273e5448bbeb0b91515c

Observation ef679b2d-de45-43f9-8195-bb92174350a7 · outbound

This paper cites Swe-agent: Agent-computer interfaces enable automated soft- ware engineering,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Swe-agent: Agent-computer interfaces enable automated soft- ware engineering,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.542926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.542926Z digest=sha256:d85ef433ca984a310e53f090bbf468553b0a14683a44c9866e799de5e5a37fd8

Observation 7d8f3c6f-818e-416e-9e38-0db901ba276a · outbound

This paper cites The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.547527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.547527Z digest=sha256:0e5cfeaffeb8b97b5e0b4a9bb94fdd387750ba61144cb40bb84a16bfb0de15a2

Observation 3017552c-bc29-42a6-b7d0-45350374861c · outbound

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

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Agentless: Demystifying LLM-based Software Engineering Agents

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.552333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.552333Z digest=sha256:3d13b990c6191f14dfa111033aa815a7039b78b8dc0be727d1d6be96e4f60b88

Observation 89d0ec04-9b71-4577-8fc6-1e45c25c56a1 · outbound

This paper cites Autocoderover: Autonomous program improvement,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Autocoderover: Autonomous program improvement,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.557290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.557290Z digest=sha256:3b12a9802163eb746e3ab1e3c79e046e3c8e9cfbad4272a82d03c3e79c4bfc6e

Observation a133a20d-6149-40e3-9b4b-e1fa565be24a · outbound

This paper cites Swe-search: Enhancing software agents with monte carlo tree search and iterative refinement,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Swe-search: Enhancing software agents with monte carlo tree search and iterative refinement,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.679580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.561718Z digest=sha256:8855f5563224f835867db2f2a9be4a13d70e0c73c8a6e2a6e6bfd4d7fccc341f

Observation fe595eac-a2bd-4b99-a710-57aeb2971090 · outbound

This paper cites Alibaba lingmaagent: Improving automated issue resolution via comprehensive repository exploration,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Alibaba lingmaagent: Improving automated issue resolution via comprehensive repository exploration,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.665114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.566125Z digest=sha256:170b31a18607c6eab6971fcb7e1abc0fa8297a70ee51abf1cbb324c21bef85db

Observation ddb7fe82-01e1-4b6e-854d-2ec6c2b3a3a8 · outbound

This paper cites SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.570975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.570975Z digest=sha256:85483b44f7f5c209f361a74c2e2d220e773b8430af334ec2af36014fd10e9836

Observation a9596295-9c73-4771-8a20-d6202538a010 · outbound

This paper cites Deepswe: Training a state-of-the-art coding agent from scratch by scaling rl,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Deepswe: Training a state-of-the-art coding agent from scratch by scaling rl,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.649883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.575701Z digest=sha256:5fe2a29f97e7d7ce5045a4ee41bd2646736953bfcf6f2b82b42047f959670ddf

Observation 649ec6ec-bf91-4c6b-86ab-2075f63c78da · outbound

This paper cites Swe-exp: Experience-driven software issue resolution,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Swe-exp: Experience-driven software issue resolution,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.579956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.579956Z digest=sha256:b30860197dc2ae446a681d31d95e200bc1360bca5e5eee98cd81d875b3b98c65

Observation 6f86661a-0347-4295-b680-94ef1ebfbcc5 · outbound

This paper cites Lingxi: Repository-level issue resolution framework enhanced by procedural knowledge guided scaling,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Lingxi: Repository-level issue resolution framework enhanced by procedural knowledge guided scaling,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.583898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.583898Z digest=sha256:3f68c45ee6fbb46bfb1c64574eb4df33c7a9a9147fc4a802cf886a82af3cb9be

Observation bee6e3b8-1c55-475e-9d96-2627f84c99aa · outbound

This paper cites Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.588172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.588172Z digest=sha256:a68ab9b6b87b9696d7f48ffd856960b45e3dff4b186cd4dc906ae691dc87d113

Observation 5026dd48-8a57-4a04-9189-a2ada7872a2c · outbound

This paper cites PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.592973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.592973Z digest=sha256:9cf297746ee62dec4cf560f6bbe3d054ae31189d683f567ec30e8dab7fe8b42f

Observation da1a9e29-b9ea-4489-b7e9-d54a214ef726 · outbound

This paper cites Flexeme: Untangling commits using lexical flows,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Flexeme: Untangling commits using lexical flows,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.597661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.597661Z digest=sha256:2f15f64e806790e1370e899d91715570dce7b81cb570deca08173b43a23a9928

Observation 87a22a58-c8c1-48db-af91-d873db0deaf0 · outbound

This paper cites Perses: Syntax-guided program reduction,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Perses: Syntax-guided program reduction,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.633810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.602137Z digest=sha256:f1d108eaa3fceffe9ea694efcf000b2760396483e6a8aefd5bad4da75d9ea803

Observation 1abe32b6-3a4d-4f86-b8d8-104350c8d254 · outbound

This paper cites C2d2: Extracting critical changes for real-world bugs with dependency-sensitive delta debugging,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair C2d2: Extracting critical changes for real-world bugs with dependency-sensitive delta debugging,

Reference 42

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-14T14:32:18.301109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.606948Z digest=sha256:f536dbc7f027fadd8377ef381840d0d847b3ab2cda3780e2a6180752c44e12c7

Observation 5bf5d7d5-21af-4221-b5ab-535a6243f1fc · outbound

This paper cites Detecting multiple semantic concerns in tangled code commits,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Detecting multiple semantic concerns in tangled code commits,

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-08-14T14:32:18.072594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.611430Z digest=sha256:bfe560ff19a1b3f7e7752f865880432cbbe0881d8140323cf2c47e6f2fe3568c

Observation 223fdf7e-56d3-4257-b9ed-9e06ecb3e02e · outbound

This paper cites A first look at conventional commits classification,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair A first look at conventional commits classification,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.617038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.615825Z digest=sha256:d101da9b03bc6a66db350cada8d72ac721af673839fa5fe3dde56bd1a68273e3

Observation 994f828f-afbf-464b-8ff2-c9afc06c2775 · outbound

This paper cites Nemotron-cortexa: Enhancing llm agents for software engineering tasks via improved localization and solution diversity,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Nemotron-cortexa: Enhancing llm agents for software engineering tasks via improved localization and solution diversity,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.601264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.620585Z digest=sha256:98b4a8987b135609e61cf77243e54d43bee6e66289f3bde6d1fd1fb133351336

Observation 3e9b40fe-a6c0-4977-bb50-e0fd94613ee0 · outbound

This paper cites LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.624965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.624965Z digest=sha256:98f4dd1c56a36b204c15fcc4244f4414a51ce32f42231157bd62d0b38c0afcdb

Observation 32359d31-0292-43ee-b680-3799160f3eeb · outbound

This paper cites Hybrid automated program repair by combining large language models and program analysis,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Hybrid automated program repair by combining large language models and program analysis,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.584862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.629894Z digest=sha256:57c9ffdbb96c95a52682c4c094dfed8120a852a4a43f564623bd968fd7fc6a47

Observation 5725c584-dd7f-4b07-a7b5-4f591e83133c · outbound

This paper cites An empirical study on failures in automated issue solving,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair An empirical study on failures in automated issue solving,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.634869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.634869Z digest=sha256:ab00424f760342899e16575b3fd1c36829fd37ec9f92c6dddd84316379af7f64

Observation 61a0d38a-9730-4713-9d70-7caea79cae79 · outbound

This paper cites Chatgpt for code refactoring: Analyzing topics, interaction, and effective prompts,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Chatgpt for code refactoring: Analyzing topics, interaction, and effective prompts,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.568484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.639474Z digest=sha256:00f3c2112707c9e4f042448ce8633084092cea176446f266bbca229445f7b529

Observation 391f2329-3f33-4701-8926-5f78bac4e864 · outbound

This paper cites Aligning the objective of llm-based program repair,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Aligning the objective of llm-based program repair,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.552582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.643695Z digest=sha256:90dab9c1b364074ed534b1accc887ffa0fa8db2d03458b9e9c4c813d15f608a7

Observation 6f131be6-5428-4507-8448-c442056287e3 · outbound

This paper cites Empirical eval- uation of generalizable automated program repair with large language models,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Empirical eval- uation of generalizable automated program repair with large language models,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.647764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.647764Z digest=sha256:e26ebb0fa74d9a38b1dd75890ddbfbcfad5fb676208ffcf001a38b909e44fba5

Observation a6d924de-fad3-4e5c-8e75-ecb8a952a9e2 · outbound

This paper cites Robotic Control via Embodied Chain-of-Thought Reasoning.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Robotic Control via Embodied Chain-of-Thought Reasoning

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.651899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.651899Z digest=sha256:89f83980c52722b692c1e32e8a4d67f7d422ad102f8584aead606cd4b22e5335

Observation 0eb90253-3686-45b2-80c8-d5fe74a795fa · outbound

This paper cites LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.657008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.657008Z digest=sha256:3c81cd8724e5dc391f8b96e0b48cb60bef26597d95d0b75f3c2f4ec9691d63a4

Observation 50d5b58c-521b-4474-b0e2-14808f7d42b0 · outbound

This paper cites Mind the gap: Bridging thought leap for improved chain-of-thought tuning,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Mind the gap: Bridging thought leap for improved chain-of-thought tuning,

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.661720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.661720Z digest=sha256:64823f167868b28ee75b26d962569f58e2838ff4fe22a649f34da3e4d11788ef

Observation 24517e4f-41e1-49f5-9a27-6a049cc08bab · outbound

This paper cites Semantics-aligned, curriculum-driven, and reasoning-enhanced vulnerability repair framework,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Semantics-aligned, curriculum-driven, and reasoning-enhanced vulnerability repair framework,

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.666397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.666397Z digest=sha256:c1cf85aae6bc55efdabcaddfe3549e627e2e44f7f81a939eed355f56e1812ead

Observation 5803634c-56cc-4c97-a888-1ebca974c3d6 · outbound

This paper cites Improving LLM Code Generation via Requirement-Aware Curriculum Reinforcement Learning.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Improving LLM Code Generation via Requirement-Aware Curriculum Reinforcement Learning

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-14T14:32:17.240408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.671249Z digest=sha256:f7d8b507dee7eada61bab18742affb4c0bff589fd7198d5218531daae205d260

Observation 9b759f6d-4a08-4a18-95e2-3dbfcb3bff62 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Proximal Policy Optimization Algorithms

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.676513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.676513Z digest=sha256:f44aec7bcab51d3fcd69335318d7cf6c3ef6aeccbe702915bdb8f1ccea2217c1

Observation b21d6937-2fec-49eb-9b03-1476acf417ca · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.681931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.681931Z digest=sha256:b211be044074c33a5a235face2414d73714d67732ffc15cd6b7f8f029a1d7e8b

Observation 1920d1fa-19d6-474a-9bf0-9a86c5955331 · outbound

This paper cites Introducing gpt-5.2 — openai,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Introducing gpt-5.2 — openai,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.525794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.686986Z digest=sha256:43d788f4c7ec2dc52adcd3bf593d71e752000c19fc0d445454aec2b6c3cd3468

Observation 6346ce63-ca78-498b-8b2f-078e314a57cf · outbound

This paper cites Introducing our most intelligent model yet. with state-of-the-art reasoning to help you learn, build, and plan anything.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Introducing our most intelligent model yet. with state-of-the-art reasoning to help you learn, build, and plan anything

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.509798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.691573Z digest=sha256:74f6815ec7676b66159d95bfd76a8abbdae5d49b9849dc302bc8492ac9672f61

Observation 49984020-8523-4655-8cac-1f4caf012019 · outbound

This paper cites Qwen3.5: Towards native multimodal agents,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Qwen3.5: Towards native multimodal agents,

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.696354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.696354Z digest=sha256:4a32354700671b95f1489ee75a76c9e6c38d57674b31c256b79417d8024be0eb

Observation f9b9836a-a1e2-4950-a567-654840886c05 · outbound

This paper cites Introducing claude sonnet 4.5,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Introducing claude sonnet 4.5,

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.707032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.707032Z digest=sha256:f16808ec109e3495b49db7c787208a7e0b8c85ba39ea93599c891b8d8621efd0

Observation ffd09030-dd07-4521-bac4-b2d774c5067b · outbound

This paper cites Our most intelligent open models, built from gemini 3 research and technology to maximize intelligence-per-parameter,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Our most intelligent open models, built from gemini 3 research and technology to maximize intelligence-per-parameter,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.461196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.712213Z digest=sha256:bbbb764caa41d072bb98281eec59ee6f9258e8cd373ec23e6f25e28115fcbadd

Observation 83648643-85e5-4ebe-af76-d2de80dced6e · outbound

This paper cites Introducing mistral 3 — mistral ai,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Introducing mistral 3 — mistral ai,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.444694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.717556Z digest=sha256:183571fe9b4cbd27f16fe1dd058784ef5139a7f81f6e8709a2f527d76d58be33

Observation 2dcdbbed-f08c-4c00-a785-fa907d6c655b · outbound

This paper cites Interactive code review for systematic changes,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Interactive code review for systematic changes,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.428741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.818664Z digest=sha256:af29df608d9134edcc788dce007efa3d03a0c169919db554163458cfb325650a

Observation a0bd6a64-b4c0-4cb0-b2e3-a78c613beccf · outbound

This paper cites Automated patch transplantation,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Automated patch transplantation,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.413900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.823525Z digest=sha256:02ffa24dbe3019fe29d59314622b046f1669d22f93d048057e2a0ce2dc1e8268

Observation 3ef562be-f757-4eba-9da5-31f328ddee16 · outbound

This paper cites Review participation in modern code review: An empirical study of the android, qt, and openstack projects,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Review participation in modern code review: An empirical study of the android, qt, and openstack projects,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.398790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.828267Z digest=sha256:3296ff5ccf53662405a715156f043335c30054f7098b830cc3c60d2cad338246

Observation fedc45a6-93d6-44ff-831d-0f4f7a98ae01 · outbound

This paper cites Investigating technical and non-technical factors influencing modern code review,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Investigating technical and non-technical factors influencing modern code review,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.383340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.832926Z digest=sha256:7fff3a1fa46c40a76f2c8c68a5eb4d163bb4dfe9ffe69d1a0c37ce4d6615a937

Observation a91f10bc-bc44-4734-ac69-9a701654b705 · outbound

This paper cites Git - git-diff documentation,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Git - git-diff documentation,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.367356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.837961Z digest=sha256:1f46e3e2d9941640835dbdc63c8777f6efff948bfd4cd7b987a7522da47b5ec3

Observation 60509ecb-b01c-4c03-b21b-15aa30af514b · outbound

This paper cites Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.843398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.843398Z digest=sha256:744eb702fe2cf5c23c1f67ab7fcafba6397a506744b9c59ac76131a86b3e7cc8

Observation 4e1f1298-fcc7-424e-a8ef-91eb6abc3708 · outbound

This paper cites Swe-rizzo - software engineering on bittensor - a team rizzo subnet,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Swe-rizzo - software engineering on bittensor - a team rizzo subnet,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.352187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.848106Z digest=sha256:b58c90c33848596e59acd83c32e5cea4ecefb13a58db3c524e8492d682ecc9fc

Observation 4786a6a6-c02f-4e0e-b945-0f7ee16f587b · outbound

This paper cites Codesweep - autopilot for enterprise software mainte- nance,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Codesweep - autopilot for enterprise software mainte- nance,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.336894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.852615Z digest=sha256:1ec06dd9358fff2a699b75918b409530ff0ec87940c7b82ab5122bc88077eca3

Observation 043ecd7e-b30d-47a6-893c-20d6abdd2f49 · outbound

This paper cites Joycode swe-bench agent pipeline,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Joycode swe-bench agent pipeline,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.321266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.857332Z digest=sha256:6440d7af9055707d97eea004278436039fbcf3f2e2d0f00219686e916eefa1ee

Observation c33dd120-63fa-4d7e-a164-88c92e5e31c6 · outbound

This paper cites an unresolved cited work.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:32:19.305088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.861720Z digest=sha256:454d3887c0ce4d97f46c730bdfe41ab217db3c2e2060545ee8b5d44d5f9bdeb6

Observation 4dafc9a0-3fdc-4ef0-9311-a0129ac2fb73 · outbound

This paper cites Composio sdk,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Composio sdk,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.288405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.866094Z digest=sha256:6c7ca7e275d466d2524212be5aaeef79efc8f03765f7b86afeb5445ba169704a

Observation a9fdf94e-7c73-40c8-b645-f2487c07251c · outbound

This paper cites Appmap navie,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Appmap navie,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.270553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.871465Z digest=sha256:05c7c99c3bf992d34ed4b4fe4ae271887817b68ae4ab4682cdba0f8ac3cb4b4f

Observation 83a52891-30f3-409f-923d-696ec01f49a9 · outbound

This paper cites Augment swe-bench verified agent,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Augment swe-bench verified agent,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.253241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.876165Z digest=sha256:61878e4f0ba9f262a4949281f6a70c72564056d88e2b8869638b1d4c64418064

Observation 3c94741f-719f-4eef-b466-d657d666a869 · outbound

This paper cites Z.ai: Free ai chatbot,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Z.ai: Free ai chatbot,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.237668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.881022Z digest=sha256:293fb05d8cf4d8b8f5f6a9c139ebf598e8b09e3ab5c6d612bab3817c32b0eba3

Observation 6a776b56-5384-4e51-bd40-f5f8b7115f07 · outbound

This paper cites Gru ai - your agi assistant,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Gru ai - your agi assistant,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.222934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.885483Z digest=sha256:bf70716fd615feeeb41c62775dde2a71f94d4216b107cf328c391ac6fe5cba11

Observation 8e7756ba-905f-44ec-97db-676cb0e0ab5e · outbound

This paper cites Building coding agents via entropy-enhanced multi-turn preference optimization,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Building coding agents via entropy-enhanced multi-turn preference optimization,

Reference 80

Resolution
verified exact
arxiv_id, observed 2026-08-14T14:32:17.170707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.889911Z digest=sha256:a4b05e161e7705d464d155510ff6d4a3f76a48d305e99d1fd7d3bc4d16d479f5

Observation 2302944a-a3be-4ddb-8445-da7ffbfe41c1 · outbound

This paper cites an unresolved cited work.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:32:19.207993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.894318Z digest=sha256:b2ecbdffeff3af7c97d9db6ad3b2213a32151f9ea7e155a89a162e69ff52960a

Observation 4b7ddd60-f2db-4c6a-a5e4-4b3cc34e8f77 · outbound

This paper cites Cyclomatic complexity,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Cyclomatic complexity,

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.898812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.898812Z digest=sha256:e4668a41bb4038782c5262883220d198d6b4b3fb309430588b4a9f083ab9d6bf

Observation 0248fbdd-f9fe-4db5-afc1-dfc47a1be154 · outbound

This paper cites Automated clustering and pro- gram repair for introductory programming assignments,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Automated clustering and pro- gram repair for introductory programming assignments,

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.182830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.902959Z digest=sha256:963524bb16e88078c8039bd67ff78461261d47d170a939707811f4abb1e1b640

Observation 37971ccf-dc16-41dd-a168-8236ed8981a0 · outbound

This paper cites On a test of whether one of two random variables is stochastically larger than the other,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair On a test of whether one of two random variables is stochastically larger than the other,

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.907277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.907277Z digest=sha256:5dad39786a7a045ac40ed80f3b3b10da91d583bd42e4e2e0eaeb00b68b8f3c0a

Observation d75bea64-7124-46c3-8c5b-8ee57fb2a894 · outbound

This paper cites Individual comparisons by ranking methods,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Individual comparisons by ranking methods,

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.911515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.911515Z digest=sha256:ae39ec8ead690d65dba55db4162401571c93c19c9b231a3b312ba2bdc9caf537

Observation 1a7bfbe5-ce63-4d65-b209-3f0a5d3ff9e7 · outbound

This paper cites Methodology and application of the kruskal-wallis test,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Methodology and application of the kruskal-wallis test,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:32:19.148303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:32:16.915867Z digest=sha256:5c237ecf534a4b201c1166713edad978cfd19916c0d8bd90dab9eeaf45bd2da6

Observation fac66548-1d97-44ef-a854-4daeca321d7a · outbound

This paper cites A simple sequentially rejective multiple test procedure,.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair A simple sequentially rejective multiple test procedure,

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.920386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.920386Z digest=sha256:45abfdd96f57b4c4e845ee14d042cda721dbde713020ab3fcec1d7543a1b1c51

Observation 05ead59c-65db-4556-828f-f0ae6a75cf55 · outbound

This paper cites Dominance statistics: Ordinal analyses to answer ordinal questions.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Dominance statistics: Ordinal analyses to answer ordinal questions

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.925122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.925122Z digest=sha256:54dc2effad1c21977a4650845643da4518653277e473ee87001d468140cbc11f

Observation 4dfd00df-aecd-4d51-b2fe-e2117273386a · outbound

This paper cites Available: https://qwen.ai/blog?id=qwen3.5.

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair Available: https://qwen.ai/blog?id=qwen3.5

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-14T14:32:16.701730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:32:16.701730Z digest=sha256:833df4905b680721ba22c8b5bb50ee17bda788c21e86666e25dc3badd0e67e05

Pith citing papers

No inbound Pith citation observations are available.