Pith. sign in

Paper Citation Record · LEDGER

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models

As of 9 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2507.10103.

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

pith.paper-citation-record.v1
2507.10103 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:44:51.951082Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

68 of 68 outbound references displayed

  • verified exact4
  • verified fuzzy0
  • unresolved60
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 55b98d6b-9e63-4646-8a44-c2e2efda241b · outbound

This paper cites online" 'onlinestring :=.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:44.905928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:44.905928Z digest=sha256:10b91724f7dd561b376a0979366b97f261fb2c1b13f0e9df597798d68bf39270

Observation 423446dd-019f-4159-bfdc-71b80277b8ae · outbound

This paper cites write newline.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:44.974254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:44.974254Z digest=sha256:63d64e71425abe5e10a8d2ca5fe1a92ce87838b0385b49fb4e306fdb77e3ec5b

Observation 4704b06c-fcf8-45c0-9d28-21a4a69533a9 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 3

Resolution
verified exact
doi, observed 2026-08-06T17:44:52.303461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:45.066399Z digest=sha256:a1ee180c72113b8a3cbfc8fc58a3b62820d045d41a852eb9fc2abb729c93234e

Observation 7dcbaf2b-34a2-43d7-9847-cc67abeb4835 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:45.186410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:45.186410Z digest=sha256:f8f1c7605f6e5eba5d40b5e77862b80306afe4c92769942147530beaa657d27a

Observation b66d39fa-9d2e-4b46-8b88-dad732bd2bdb · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:57.164666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:45.271190Z digest=sha256:3efd025e5d9c5538a890408e7067f0a4a5f67072e3b1cfd962c15e3ba6ee80ec

Observation 2b73d31d-5666-491f-87b5-8ecbd27c4463 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:45.376253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:45.376253Z digest=sha256:27b8b37b58936bc83f46d9747a6d4680e806b3d72e1195993b6db5ccf363d37d

Observation 76c5d048-31e1-4e75-b23d-4ff716609519 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:45.515072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:45.515072Z digest=sha256:1ad564984e5093483d341ddbba86798830dc8d4736f1b68dfcc895c5fbb1084a

Observation ac38ce88-24a4-42aa-9d79-0d4c7a727cc7 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:45.635022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:45.635022Z digest=sha256:9f2faffc9cf22c09834d3a38740c3902aa8fc6b1302721a03f34559591c49442

Observation be078d51-7f2f-4b58-9e24-7909b7b81713 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:45.743969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:45.743969Z digest=sha256:35754c4eb69485e46b8baf93323c2c1d67d2f616e29d01f42d85e486a2ac4c9a

Observation 3d4c8d14-5cfc-4552-b9e5-1c9ff9438bd8 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:45.861638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:45.861638Z digest=sha256:3d2a2f063ebdcb73807ed619e731b0d93a0cfc10c5c48682adeb27fefed9334c

Observation ebe78d0d-41ad-448b-bd83-31db96be446b · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:46.031506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:46.031506Z digest=sha256:d49922bbf3cf6085216068559708f0745b7b3d9b5dfe48bdab8bafabd2523bd9

Observation e3422010-f4d6-4f72-9a8c-26dd96d1763d · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:46.177521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:46.177521Z digest=sha256:631e046b350562601115aa975f1fd29478c3a62c22c56f276449a2ee56837d7d

Observation 70beee3b-daab-4d35-9f07-c89baf3eaa1f · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:46.310164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:46.310164Z digest=sha256:ad2cf628f97e40f840138e97ac9d550f1f6032b1e8f726216fc361d6712d2f88

Observation ca7bf880-a087-46f9-bc91-ff805d13b24d · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:56.831731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:46.420769Z digest=sha256:8e8973af998577a6794313c191d0e490f9ccd7efef47ab57ba51d14e854271fc

Observation 0f038d07-7eed-4cf5-bf6e-25a9176ebaf0 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:46.541378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:46.541378Z digest=sha256:6d9d1d94b163bc779b5f82858dfd12c4e7764288bb6c595fe18415ac0cd4e49a

Observation b2c4dffc-aec9-4ad2-8994-d30a58b800ad · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:46.705219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:46.705219Z digest=sha256:f95348e8dc614781a112b1b82bafc3e59217ff52ede0fb3fbbbc140c86fd7568

Observation 1557b42e-de57-4d31-8bb3-4e894289965b · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:46.869432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:46.869432Z digest=sha256:3fe0b49344c4f0d4047cb176115b8c2fbeeecfaa3e0fc6563cda4236eb84dc66

Observation afba9359-9f91-4c80-9ba4-79c73955d5a0 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:46.997012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:46.997012Z digest=sha256:2e6342a99eb109d1dfbd94543e6c794cd66dfbb8993a9e8389b281f44f9a482a

Observation 20b60ef8-724d-4b60-a6ac-94c38036990c · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:47.401684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:47.401684Z digest=sha256:739108aeb4cd366884fd65a87da1a7fd4f27f8a671929c059c873ce304ee9d7f

Observation 23b84816-c7f5-4ea1-94a5-1e2847c38918 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:47.472352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:47.472352Z digest=sha256:4bf9c0c291171afbff40f5198e657dc7143740733b54f74d4366eeef5cfe89fb

Observation 4c773592-b3ef-4efd-b41d-44bab78958a3 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Adam: A Method for Stochastic Optimization

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:47.643308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:47.643308Z digest=sha256:e820562cc23e58b7c3a21e0b5bc2fcaf9879ecc8f580881181e1ff8380516568

Observation 14be12fa-dbb6-4bb8-828c-e9bc9962ef7d · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 25

Resolution
verified exact
doi, observed 2026-08-06T17:44:52.155062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:47.760432Z digest=sha256:724102824e8c90fd79c7f83f85c718888a00d728e28c36889c2704986764d478

Observation 5cb4be10-dd05-4808-9a54-4efb811eee49 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 26

Resolution
verified exact
raw_fallback, observed 2026-08-06T17:44:54.698439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:47.895639Z digest=sha256:fda7c829c505816be75871bc8d3937bcd9a74a55af747212ee8d0aa3f2694a7f

Observation 329f6b92-7cb0-47fa-a722-212330efb13e · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:47.990565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:47.990565Z digest=sha256:8cfa5de7896fd03328a73e512b3c0dac67469f324e68bf1c702e9e24b81fabd9

Observation 3e24de5e-5d91-49d1-9a31-151e4dc60fda · outbound

This paper cites Le, Ferdian Thung, David Lo, and Claire Le Goues.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Le, Ferdian Thung, David Lo, and Claire Le Goues

Reference 28

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:44:54.443252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:48.074928Z digest=sha256:6367094e64c4e0cfcca77d0283fa233f204d1c78046930ed22da45bdc9d921b4

Observation 11f2d780-82fa-44cc-955f-5f77b07da1f5 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:48.187680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:48.187680Z digest=sha256:c82e424684ea28f9bb593b6b8bdcfed594c6e8066fc2d84a1d65f4213be56fee

Observation 61973715-9d56-411c-8cc0-f06862955314 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 30

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:44:54.185537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:48.255492Z digest=sha256:ff8f9b3265c1e0c893ad7c0bc00178a26c682d16251b386e218cf5a5ca3a3576

Observation fe2117cd-78ac-4403-acd8-ecbc0a8bf9c1 · outbound

This paper cites Hybrid Automated Program Repair by Combining Large Language Models and Program Analysis.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Hybrid Automated Program Repair by Combining Large Language Models and Program Analysis

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:48.329674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:48.329674Z digest=sha256:142acc02d07e4f5a71ee0aaa53987b2159d57f7f66345ee3f51b9443b6f8f9dc

Observation 6822d877-21e1-4739-adcf-8cb77ee4bfbd · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:56.576445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:48.412668Z digest=sha256:dbd0cdb717f8dc1aa77956ddd766f0729838b12b4e0dacc2730b77c7cb7187d5

Observation 2363effd-2c6e-48b2-a311-d68e4aefd21d · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 33

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:44:53.858025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:48.501416Z digest=sha256:87e71c58bad357db39bf8dde72f4374e82137206845386f00f9a5904c33593f4

Observation 9cb56a3b-f1aa-47d3-948a-b052ba79dbba · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:48.581165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:48.581165Z digest=sha256:efa4c6673e87f9a97db60fc41e6e088e896560cb3a51352ba48dfb3995a2279a

Observation da4cda3e-6779-463c-aa06-a326dbdea2e7 · outbound

This paper cites Bissyand\' e.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Bissyand\' e

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:48.736006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:48.736006Z digest=sha256:6402454739ed2c766bc244de9d15115d9be06ab47a65ecc802fd58af97758bef

Observation e8a01774-8d7f-4753-94a6-306b23250651 · outbound

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

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models StarCoder 2 and The Stack v2: The Next Generation

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:48.815898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:48.815898Z digest=sha256:dea75e96466a2649d667fba8b9186600446f389cefcd5175c65850b9224b8cf7

Observation b0587608-6824-46e7-997e-dff8db87b9f6 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:56.369457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:48.921249Z digest=sha256:370852c2dd14b333b6658983a5bc96ea075216a50f8c21591775a97173d664a7

Observation b104a92a-74df-4757-bb00-c8962df2a5a5 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:48.993412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:48.993412Z digest=sha256:3e4cf3fcb2468b5adec6867c4da9071b37c8536e646ab41c47ff749b7f76d2fa

Observation f041f7f1-2534-40c6-bd9d-46a6da7f904f · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:56.139922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:49.090781Z digest=sha256:de6f81866f5a14ae3da89acbda5eeb1519071d2f58f95a0e20b7b1624fa874c0

Observation be3d23ed-c3eb-43ad-9bca-43ef7d3a5b14 · outbound

This paper cites Large Language Models: A Survey.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Large Language Models: A Survey

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:49.252408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:49.252408Z digest=sha256:fcc1e48df1b4856de2e1c55a465ef3dee3608373b224ebdd2bad2e7f65d12f17

Observation 3d96d5da-277f-4133-828a-238d860b58aa · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:49.434279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:49.434279Z digest=sha256:c522e3babc9f0360c8b7c15ee3a8347a88bc65d1c63ee26f592f1768bf03aad3

Observation 30dd2f69-9162-448f-af4f-e1b91ce40d50 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:49.507974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:49.507974Z digest=sha256:c49c21c79fe33dc498d322f6896a04c641055883b9ae5588f2a33e5aa24e3e4d

Observation d7b55b13-7fac-4a8b-9410-0e80caf31ec6 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:49.632043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:49.632043Z digest=sha256:a1c323c1672cce95cd3b21806e8757e688e6174e98705ae5bb80572686b24b6e

Observation d0b39631-9b3c-4aba-a6b1-630c970b8ade · outbound

This paper cites CodeBLEU: a Method for Automatic Evaluation of Code Synthesis.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:49.714198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:49.714198Z digest=sha256:971bbecc8e164f95f0f3e1e0c6d71c8eb6b9a19342e5c317429bf612e8570f6d

Observation ad7450d0-bc7d-4374-b30e-220adad2b5f7 · outbound

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

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Code Llama: Open Foundation Models for Code

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:49.809115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:49.809115Z digest=sha256:5502ff8a0f191f3fbe39c5af0c3c0f5b5224f85ae73432187031a2f98c0b6537

Observation 58d0fbdb-ea93-404a-b944-1f270d396ba0 · outbound

This paper cites RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:49.890977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:49.890977Z digest=sha256:f3c6539d790b7ba0b4ffb528bcc7f941463b567dd67546339d13259dfcb49235

Observation 125093d4-d047-463e-a53e-f10a5fe0ea33 · outbound

This paper cites Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:49.988365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:49.988365Z digest=sha256:71ca9d924b9bd8a1ff72ba438c398b998daf162ba9df144d4b33b4f27453ad80

Observation 9865619c-7cd1-4cad-9ac4-5f1c6f2c07f6 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:55.872960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:50.090970Z digest=sha256:b4a12acb46ba7caa60fbec3ecb7c01481f8ba98989fdd8c65474906f3dcbebcb

Observation b4e84b5a-c989-4759-92a2-56eb3f667643 · outbound

This paper cites Automatic Code Summarization via ChatGPT: How Far Are We?.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Automatic Code Summarization via ChatGPT: How Far Are We?

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:50.194098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:50.194098Z digest=sha256:bb946fe408f71e116d926ede74d5601aca53893188afc50505df309c26dd11e4

Observation 83248fb7-5b92-4eb3-9757-97ffd1bea8f1 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:55.575825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:50.273939Z digest=sha256:c64f709f454c42bd5701a82265865b109b8b4f2ae42a50c832a4420f679adaa8

Observation 2c3864a6-32bb-4385-8a09-62e0a853ef44 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:50.343875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:50.343875Z digest=sha256:e5353cc9a5774e1836ae8610bd82fecf9fa374f7918ff1ccdb47140d3685b1e4

Observation 7fb3dd94-b32a-4181-ade7-81e51a71f6ea · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 54

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T17:44:53.235697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:50.447915Z digest=sha256:fab3b841fadf5fd43d98358d529f162ea4b2f1a8da68dbd472a7ba46bd0dc213

Observation d10e38b8-1e31-40ae-84d3-53b01a02fc04 · outbound

This paper cites Teaching Code LLMs to Use Autocompletion Tools in Repository-Level Code Generation.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Teaching Code LLMs to Use Autocompletion Tools in Repository-Level Code Generation

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:50.555617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:50.555617Z digest=sha256:275782121cd53d10d51162f5b5aa2f4420e19d90ab036b9f5da25ab77440cbe9

Observation 5a4b432d-b363-447c-8121-5c98cbd36b52 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:50.628537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:50.628537Z digest=sha256:0c6ef24e42d67f27f99a33e98672ff4d47afb2b937dbcb6584bd1385c7a3d88b

Observation 9876100b-0fd3-4442-8318-afe961626dd2 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:50.693401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:50.693401Z digest=sha256:694e41956793895c57b6e941ef6c396adb4e632a87ed400407a6c0663b911275

Observation adb75a67-5a82-43cd-b848-357067d43ef2 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:50.793455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:50.793455Z digest=sha256:f2f48a23e78e54efa7efe1d7106290761ab36ba8ae9713e90735eecbf3d97cb7

Observation 71517b75-73c1-4347-a8a3-4bba3c51e23e · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:50.846321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:50.846321Z digest=sha256:5e6b76bc94b4e7340a4a761286ebf79c63c52f902105ced28899dadf2f073426

Observation 1067af70-01d3-4b07-bc75-9fd89b65a8d3 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:50.921118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:50.921118Z digest=sha256:6c83ba3a37f277bfc41346e4737ae214b2c23b4985a8344cfa3b465deddc4dea

Observation 9e08d2f2-e634-43bf-8bb7-fc433ca6d2b9 · outbound

This paper cites A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:50.988649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:50.988649Z digest=sha256:4a959bfc401d6c18c80a1dbcdb8699b97ae3bcefdd6ea6966d25ab880d4f171e

Observation 140c8bc8-3f0d-47f1-a295-3d081a04a305 · outbound

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

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Agentless: Demystifying LLM-based Software Engineering Agents

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:51.105521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:51.105521Z digest=sha256:df3d909c853fe169ca779a8d55cb3e6fcea4de47c61b5db2c2127ec63a10e243

Observation cade4b00-7dc4-4fcb-82c5-91d2de731e53 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:51.185443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:51.185443Z digest=sha256:62cb37817ce85db37cce6c7cb0abaf2c7f231be39a70de02c68402bb41ba26a4

Observation 9e9e3a5c-abc5-4a8c-aa5f-99a36a498f11 · outbound

This paper cites Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models

Reference 64

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:44:52.767351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:44:51.281679Z digest=sha256:3898bbc3c275652e061088127a4606814ad406817f45db6de95de2f38b579fbc

Observation 6e2182eb-b5e4-4113-80ec-76ac0b02689b · outbound

This paper cites Bissyandé, Claire Le Goues, and Shunfu Jin.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Bissyandé, Claire Le Goues, and Shunfu Jin

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:51.361053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:51.361053Z digest=sha256:3e05ba5a1d1ec275dac421f39c9a2fdefb472f488d613cea666940cf6cc992fe

Observation 454ba0fc-f938-4819-b92d-a765cc1c44cb · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:51.430783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:51.430783Z digest=sha256:9c6ddea6663ba7e0a168dff475e45b3828a1c317ac28bc8916c0e6f64db208a2

Observation 98cf3d5e-f90e-44a1-8c41-b62bd2000796 · outbound

This paper cites A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:51.490671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:51.490671Z digest=sha256:ca71a2aeaf24141550124f7da93efc3032d2a4254fc02a55945121c7c6db14e7

Observation ae1c3a7d-7b73-49a3-abdf-0fbe8638a9eb · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:51.579243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:51.579243Z digest=sha256:6427d5a0bc1421868ce2de18ecee578e70c43c39b17bd0a96312f501b78959b8

Observation a798092c-7f93-46bb-81c9-bac199350249 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:51.651721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:51.651721Z digest=sha256:548c4c1c7a981c5e98a2d850e097aba23d423641a00fb680c3ec8551e641cf4f

Observation d5ecd1a3-b52e-42c6-abfb-4daa79345337 · outbound

This paper cites Towards an Understanding of Large Language Models in Software Engineering Tasks.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Towards an Understanding of Large Language Models in Software Engineering Tasks

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:51.715251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:51.715251Z digest=sha256:94f85a0fbad92e369d29b007c8423a6217c7b89545c23716d5e2f434d728687a

Observation 484241d3-9e22-418d-9187-0a3cd6c63540 · outbound

This paper cites A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:51.793823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:51.793823Z digest=sha256:453e75983a881f1e3d6a8a9054e71b6d8973c03e309db18114101d15ac52f3cb

Observation ee4d2b93-8a19-4e19-87a9-d136862eb619 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:51.864545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:51.864545Z digest=sha256:50a771517d2cbf4eb446fde1fe490ac5acca4156da6c7bc21cb6f0665941079b

Observation 7f358008-355d-45ad-98ae-e87bd34ebf21 · outbound

This paper cites an unresolved cited work.

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:51.951082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:44:51.951082Z digest=sha256:b8a93847dc69f7ece56ced1c66003bcd0e70c81f48625a6e8034c1ac937a279a

Pith citing papers

No inbound Pith citation observations are available.