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Paper Citation Record · LEDGER

Improving LLM-Based Fault Localization with External Memory and Project Context

As of 10 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 4 inbound Pith citation observations for arXiv:2506.03585.

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

pith.paper-citation-record.v1
2506.03585 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:04:45.642448Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T22:48:44.389705Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T14:29:53.452478Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact4
  • verified fuzzy21
  • unresolved27
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4140ce3e-a0e8-475e-863d-4d78790786ad · outbound

This paper cites Where is the bug and how is it fixed? an experiment with practitioners,.

Improving LLM-Based Fault Localization with External Memory and Project Context Where is the bug and how is it fixed? an experiment with practitioners,

Reference 1

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no resolver link, observed 2026-08-07T11:04:45.505249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.505249Z digest=sha256:650066ccde40411d1a789c3ec3a3fd47e1715130a1e40aa4c32a0561c1d4601e

Observation 5d304663-77d3-4714-8365-adfe4b3eb613 · outbound

This paper cites Spectrum-based Software Fault Localization: A Survey of Techniques, Advances, and Challenges.

Improving LLM-Based Fault Localization with External Memory and Project Context Spectrum-based Software Fault Localization: A Survey of Techniques, Advances, and Challenges

Reference 2

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no resolver link, observed 2026-08-07T11:04:45.509029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.509029Z digest=sha256:a73a9f654de4fd21b06c7f0e3fd85f47d711967800e08d44d666b0616d222c1a

Observation cd82db6a-da15-48bd-9bb7-ac23d64b6b54 · outbound

This paper cites Ask the mutants: Mutating faulty programs for fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context Ask the mutants: Mutating faulty programs for fault localization,

Reference 3

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raw_fallback, observed 2026-08-07T11:04:46.824980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.512394Z digest=sha256:3d150654c388ab40b136e93a10ceab6c5f6188f7f1a2dcb456496ad63ddaebe4

Observation 3e910a63-cf3e-4f78-a738-33a0bdf92d19 · outbound

This paper cites Systematic analysis of learning-based software fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context Systematic analysis of learning-based software fault localization,

Reference 4

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raw_fallback, observed 2026-08-07T11:04:46.815877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.515540Z digest=sha256:b73eea036acc5228f0c81da6b930cab4a333d12ab42f0c5320245ffd94b5d1e1

Observation fb508edc-7cfb-4cc5-91c7-18f045c3cfaf · outbound

This paper cites A practical evaluation of spectrum-based fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context A practical evaluation of spectrum-based fault localization,

Reference 5

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no resolver link, observed 2026-08-07T11:04:45.518308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.518308Z digest=sha256:8375aa92c101ea8a3089024de2a7fd1caa0170564ff1e589fb0ef88feab0cf1f

Observation 07d4f727-ac17-4cb5-a44d-96f53bc874f0 · outbound

This paper cites Impact of large language models of code on fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context Impact of large language models of code on fault localization,

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.806495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.521152Z digest=sha256:1b59936a688e96becdc8d70cbf81185982fe3634d88918b0f3ded793c8e079ea

Observation e69de3b8-63aa-4bd4-b185-c978a784b539 · outbound

This paper cites Boosting coverage-based fault localization via graph-based representation learning,.

Improving LLM-Based Fault Localization with External Memory and Project Context Boosting coverage-based fault localization via graph-based representation learning,

Reference 7

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no resolver link, observed 2026-08-07T11:04:45.524082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.524082Z digest=sha256:8587a12c698d0748d8b74de763afc475a61b3b777b5890d0c99276032e7824af

Observation 87b3f6aa-56c7-4334-890a-5f0ddc6bedcf · outbound

This paper cites Deepfl: integrating multiple fault diagnosis dimensions for deep fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context Deepfl: integrating multiple fault diagnosis dimensions for deep fault localization,

Reference 8

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no resolver link, observed 2026-08-07T11:04:45.526549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.526549Z digest=sha256:81e7f339a5805e4206ced52031bb82bbd2bf161bce2ff3c738590f8a1c1722de

Observation 43b6da0d-e161-4a42-a6e3-0ce4724bc171 · outbound

This paper cites A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications,.

Improving LLM-Based Fault Localization with External Memory and Project Context A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications,

Reference 9

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raw_fallback, observed 2026-08-07T11:04:46.797409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.529001Z digest=sha256:03254f1495528f356fc37b4259bdcc1b5a210d0561990a809a8e5bf38868b963

Observation d671e2d8-3442-424b-bf35-6e88c544af9a · outbound

This paper cites Data collection and quality challenges in deep learning: A data-centric ai perspective,.

Improving LLM-Based Fault Localization with External Memory and Project Context Data collection and quality challenges in deep learning: A data-centric ai perspective,

Reference 10

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raw_fallback, observed 2026-08-07T11:04:46.788089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.531574Z digest=sha256:84f09bac4b1f8074db97b2568f06dfcc79f907d310fe02ad627f11bd4c2c2520

Observation 5dc13c54-910d-4260-b0dd-e79eeba937b8 · outbound

This paper cites Perceptions, expectations, and challenges in defect prediction,.

Improving LLM-Based Fault Localization with External Memory and Project Context Perceptions, expectations, and challenges in defect prediction,

Reference 11

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raw_fallback, observed 2026-08-07T11:04:46.778396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.533876Z digest=sha256:102aea58a971c2e403fa360c18bf6abbbc231c2201daa2ecd11556304a182aa9

Observation c687c0ba-6887-424e-923f-52dca87dd9b3 · outbound

This paper cites Data quality for software vulnerability datasets,.

Improving LLM-Based Fault Localization with External Memory and Project Context Data quality for software vulnerability datasets,

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.769133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.536517Z digest=sha256:ad93cdaf470e58a258c917003be211bf4e635baf8889e50014d55855c8760055

Observation a4ab954a-559e-4829-8247-e14060ac15e9 · outbound

This paper cites Large Language Models: A Survey.

Improving LLM-Based Fault Localization with External Memory and Project Context Large Language Models: A Survey

Reference 13

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unresolved
no resolver link, observed 2026-08-07T11:04:45.539036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.539036Z digest=sha256:5cf64bac1832ebff7ff19ee7773a5ffcda02c6b6f9e07ad30f34023ddd2e3f68

Observation 9a800a31-5942-44dc-82e5-a8aa8146c063 · outbound

This paper cites Large language models for test-free fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context Large language models for test-free fault localization,

Reference 14

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raw_fallback, observed 2026-08-07T11:04:46.759423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.541618Z digest=sha256:d09fbe35edb86ddd7fdeaffbd4c12950e7175fbb4426f4dbfe10cc3e94f338f7

Observation b76905ca-99b4-4b87-a449-4af56651684b · outbound

This paper cites Large Language Models in Fault Localisation.

Improving LLM-Based Fault Localization with External Memory and Project Context Large Language Models in Fault Localisation

Reference 15

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no resolver link, observed 2026-08-07T11:04:45.544091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.544091Z digest=sha256:3c3b978db39bb593fbf3ee3eb8ba787afcf53ed2fec3039df1a8ef5e242443d3

Observation fccccbd1-1c64-47ed-aeab-6fe517697cd4 · outbound

This paper cites Soapfl: A standard operating procedure for llm-based method-level fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context Soapfl: A standard operating procedure for llm-based method-level fault localization,

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.749079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.546821Z digest=sha256:60b27d9e06e350e8edee096c022b01f7f0b7d5c27f42aacc43be6fc8ba5d4979

Observation 506b570b-4150-49a7-b6cb-4f6a476b6a2c · outbound

This paper cites A quantitative and qualitative evaluation of llm-based explainable fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context A quantitative and qualitative evaluation of llm-based explainable fault localization,

Reference 17

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no resolver link, observed 2026-08-07T11:04:45.549240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.549240Z digest=sha256:0fb9f401883c57f293259db1bcc8daff2ad77b3a6cf36efd542a34f1c12a2f06

Observation a196185d-5981-4732-ad93-6335054849bc · outbound

This paper cites Comprehending Test Code: An Empirical Study ,.

Improving LLM-Based Fault Localization with External Memory and Project Context Comprehending Test Code: An Empirical Study ,

Reference 18

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Observation 5ae2a21f-6f88-4e49-814f-5d62c697a6df · outbound

This paper cites Using contextual knowledge in interactive fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context Using contextual knowledge in interactive fault localization,

Reference 19

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doi, observed 2026-08-07T11:04:45.699559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.554148Z digest=sha256:faf19e66511a103f3f2b854b57ce276fd2142e475abf46d375395040c1900898

Observation 41699e48-47b4-4077-b9c0-43d67d4232cd · outbound

This paper cites Knowledge editing for large language models: A survey,.

Improving LLM-Based Fault Localization with External Memory and Project Context Knowledge editing for large language models: A survey,

Reference 20

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no resolver link, observed 2026-08-07T11:04:45.556871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.556871Z digest=sha256:64ca68e1ca461eab669541be69ab1dda36728d499fc1b923a0175941f12f4d1e

Observation 53560c72-8efb-48d5-94eb-69cb2356bc6f · outbound

This paper cites Defects4j: a database of existing faults to enable controlled testing studies for java programs,.

Improving LLM-Based Fault Localization with External Memory and Project Context Defects4j: a database of existing faults to enable controlled testing studies for java programs,

Reference 21

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.559327Z digest=sha256:bb4cb28c35c32831af17c0ecb8ecd93aa1446213f0d7b9d4f505015f2afb3061

Observation 0c7c3204-914f-417d-8c11-0d24ae5a049c · outbound

This paper cites On the accuracy of spectrum-based fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context On the accuracy of spectrum-based fault localization,

Reference 22

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raw_fallback, observed 2026-08-07T11:04:46.739992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.561742Z digest=sha256:2248b2258aebeb0d7422901f9fe5b79234233b78dbf7fb901fcd2012387cc644

Observation fd00d111-8010-4be4-a373-76c6c1e68037 · outbound

This paper cites An evaluation of similarity coefficients for software fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context An evaluation of similarity coefficients for software fault localization,

Reference 23

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no resolver link, observed 2026-08-07T11:04:45.564131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.564131Z digest=sha256:109c55becf9928c8a8f648c2e01ab609c32061407cb2002c9b52635fbbeadb71

Observation 76969680-313b-4d3d-b2f8-f4accbf3c9c7 · outbound

This paper cites Spectrum-based multi- ple fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context Spectrum-based multi- ple fault localization,

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.730711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.566683Z digest=sha256:ab36656a689c78c08ea2858a2cf89f51a9f616b48a304e95cd196189d8e17b98

Observation 105a852b-485b-47f6-abb5-459c49ad5636 · outbound

This paper cites Visualization of test information to assist fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context Visualization of test information to assist fault localization,

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.721483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.569097Z digest=sha256:481f25cd6dfdade04758c2fe8a009cc7dde8dacffa07036066bd8c945aadb477

Observation 27ea3c33-2557-41c1-a70b-1728baf3d462 · outbound

This paper cites A model for spectra- based software diagnosis,.

Improving LLM-Based Fault Localization with External Memory and Project Context A model for spectra- based software diagnosis,

Reference 26

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verified exact
doi, observed 2026-08-07T11:04:45.679555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.571737Z digest=sha256:e02470a764f32e66f2e5b77dea0dd58636a028f39a1cdc880ec83b72e41b20ce

Observation ab340edb-c1a5-4d2b-b613-335c2eba9987 · outbound

This paper cites The dstar method for effective software fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context The dstar method for effective software fault localization,

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.712091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.574139Z digest=sha256:bc16cb09fd52e97f2da7a88cf664b2cf23c632f6c9b92834f4338c198f8b4b92

Observation 89533820-a76a-403b-8201-d6d71cc9026b · outbound

This paper cites Effective fault localization using code coverage,.

Improving LLM-Based Fault Localization with External Memory and Project Context Effective fault localization using code coverage,

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.702704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.576701Z digest=sha256:11180bbf4f2a8ba0c34a59f3fbefe39ebd4e853b7bc20dd3ab671ad3c04271d0

Observation 381f0237-8492-4605-935e-ee143cb814ce · outbound

This paper cites Evolving human competitive spectra-based fault localisation techniques,.

Improving LLM-Based Fault Localization with External Memory and Project Context Evolving human competitive spectra-based fault localisation techniques,

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.693236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.579018Z digest=sha256:723fa2821c16add9a3d12adbe6838eac96f025215c23d78c83c09524a71f2df5

Observation 5945dcdf-7fa1-4a4c-82da-baeea750c08a · outbound

This paper cites Metallaxis-fl: mutation-based fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context Metallaxis-fl: mutation-based fault localization,

Reference 30

Resolution
verified exact
doi, observed 2026-08-07T11:04:45.670996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.581420Z digest=sha256:f247f413a5e9d870077ea5f9f5ac1c8184625170ff577ebe48777c3d1f170616

Observation 7e160055-a8d4-479d-b625-24ffa0e6270d · outbound

This paper cites Learning to construct better mutation faults,.

Improving LLM-Based Fault Localization with External Memory and Project Context Learning to construct better mutation faults,

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.683950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.583977Z digest=sha256:9f103699d7e677fba16181fd7f995dd2455685ebec4084597e59b5619f03c407

Observation 6ff8c066-e551-4c8b-a405-649213b50657 · outbound

This paper cites Deepmutation: a neural mutation tool,.

Improving LLM-Based Fault Localization with External Memory and Project Context Deepmutation: a neural mutation tool,

Reference 32

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metadata mismatch
raw_fallback, observed 2026-08-07T11:04:46.213710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.589084Z digest=sha256:f56c94e54ab262ae7e727c675938125f5d51d294f6db3eab10ecc94d967c7370

Observation 6fc5b1d1-44df-4eaf-a605-74be9b5fa2ac · outbound

This paper cites A survey on methods for explainability in deep learning models,.

Improving LLM-Based Fault Localization with External Memory and Project Context A survey on methods for explainability in deep learning models,

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.675532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.591537Z digest=sha256:5a7ddb05c33bd4dee497f3f65dce5f047abfc9793a6ac4a913eec8bd0da90cf8

Observation 7a591626-744e-47d6-aa66-9710b5969fd9 · outbound

This paper cites A Survey of Large Language Models.

Improving LLM-Based Fault Localization with External Memory and Project Context A Survey of Large Language Models

Reference 34

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no resolver link, observed 2026-08-07T11:04:45.593921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.593921Z digest=sha256:0cb1f911db806c4353bd774d5e178c4eb2b5fbc90995cbf8336e87b605cfd062

Observation 677a23df-fd72-4d4f-9428-1f138f5d0eda · outbound

This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

Improving LLM-Based Fault Localization with External Memory and Project Context CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 35

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no resolver link, observed 2026-08-07T11:04:45.596639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.596639Z digest=sha256:aa48d7b4f43ca52fcc1c2228febbd57adc8f045d7d1d9e23480fdb0bc3516213

Observation 11839bd2-cfac-4619-af5c-fa821092bbbe · outbound

This paper cites Practitioners’ expectations on automated fault localization,.

Improving LLM-Based Fault Localization with External Memory and Project Context Practitioners’ expectations on automated fault localization,

Reference 36

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no resolver link, observed 2026-08-07T11:04:45.599227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.599227Z digest=sha256:f6d4bdbcc0f1b43a433dc8bad3d03c3b3253b1606e6e494b4408e097868a828c

Observation d3816f41-0850-43e7-aabc-431447efc106 · outbound

This paper cites Automated program repair in the era of large pre-trained language models,.

Improving LLM-Based Fault Localization with External Memory and Project Context Automated program repair in the era of large pre-trained language models,

Reference 38

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source=pdf_text observed=2026-08-07T11:04:45.603961Z digest=sha256:4cb2d626655fe7a23b03b30c0f41ec99e1aad021c4bbac88e90e4e2149c52dc5

Observation b9f1f726-8f6e-4ed0-abd1-00eebe2409b7 · outbound

This paper cites Recall and learn: Fine-tuning deep pretrained language models with less forgetting,.

Improving LLM-Based Fault Localization with External Memory and Project Context Recall and learn: Fine-tuning deep pretrained language models with less forgetting,

Reference 39

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.667225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.606417Z digest=sha256:148dda61cfc723934cc1cd3ef08b6fbea140acfb5f8590e6645b89ffd0f9b81e

Observation f8d5766c-c279-4ae2-a593-9312083cfa4a · outbound

This paper cites Editable Neural Networks.

Improving LLM-Based Fault Localization with External Memory and Project Context Editable Neural Networks

Reference 40

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source=pdf_text observed=2026-08-07T11:04:45.611591Z digest=sha256:4d2b82b7925add60c1c45d42d88e856e7646501e493a154246d1b58794772da5

Observation d3840420-7f23-43f3-8df3-cf963bf6f828 · outbound

This paper cites Locating and Editing Factual Associations in GPT.

Improving LLM-Based Fault Localization with External Memory and Project Context Locating and Editing Factual Associations in GPT

Reference 41

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source=pdf_text observed=2026-08-07T11:04:45.614171Z digest=sha256:2d8b94d7f945dbd68bf2784f83ed17e32fdd5bd52d8897ff3f47d68ed7e9ec72

Observation 82aaeb88-9079-4e7e-bace-1e15479bdab8 · outbound

This paper cites Editing common sense in transformers,.

Improving LLM-Based Fault Localization with External Memory and Project Context Editing common sense in transformers,

Reference 42

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raw_fallback, observed 2026-08-07T11:04:46.658798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.616914Z digest=sha256:1a4f6b541fe4e5913da20b4c5811c6971392d4332c03a41c74d96b5f5585b0f9

Observation 48ba8f37-9f9c-4668-99f1-5159ce413c3c · outbound

This paper cites Transformer-Patcher: One Mistake worth One Neuron.

Improving LLM-Based Fault Localization with External Memory and Project Context Transformer-Patcher: One Mistake worth One Neuron

Reference 43

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T11:04:45.619390Z digest=sha256:c90f614090946b021e503e024f393e841a3b33e6bed09b04ec0b358dba2fc191

Observation fd770b97-7b28-4751-83a8-56472e4c1b30 · outbound

This paper cites Calibrating Factual Knowledge in Pretrained Language Models.

Improving LLM-Based Fault Localization with External Memory and Project Context Calibrating Factual Knowledge in Pretrained Language Models

Reference 44

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verified exact
local_arxiv, observed 2026-08-07T11:04:45.953212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.622182Z digest=sha256:20c60e1ce94c017ced41c73b7d5d7e3abfaf1361ffdd4ad890c81fa313dc268c

Observation fdf0ad63-5830-4fb7-82d1-473c4ae0c33c · outbound

This paper cites Memory-Based Model Editing at Scale.

Improving LLM-Based Fault Localization with External Memory and Project Context Memory-Based Model Editing at Scale

Reference 45

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:04:45.624777Z digest=sha256:1a5c37f76108c2db2e3bafce4961c5006ebd1f1ca6898de65c485661ea6c3984

Observation 0d6dfd47-ac28-47ba-92b2-0aa9476de55a · outbound

This paper cites Memory-assisted prompt editing to improve GPT-3 after deployment.

Improving LLM-Based Fault Localization with External Memory and Project Context Memory-assisted prompt editing to improve GPT-3 after deployment

Reference 46

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no resolver link, observed 2026-08-07T11:04:45.627415Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T11:04:45.627415Z digest=sha256:10adab6465d6bac15c21c826b8a531696120435dad4cd71c1306393ba4eb12a6

Observation ec769089-5592-4f00-bca7-51204ca8c613 · outbound

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

Improving LLM-Based Fault Localization with External Memory and Project Context Agentless: Demystifying LLM-based Software Engineering Agents

Reference 47

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source=pdf_text observed=2026-08-07T11:04:45.630017Z digest=sha256:4f5df3da1e68356dde54f2b8174a45df11b1611fe2f45d9f0e95f75252aba5d9

Observation c1ba7e68-a64b-4268-bebf-0664d987ada2 · outbound

This paper cites Closure compiler,.

Improving LLM-Based Fault Localization with External Memory and Project Context Closure compiler,

Reference 48

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.649030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.632462Z digest=sha256:25a3e53df7ffef778f1367fd41bf496e661d8109b7b66d477f142777f1a62d1b

Observation e9eeda7c-7488-43c1-b794-b2d8456f5c15 · outbound

This paper cites Fault localization via efficient probabilistic modeling of program semantics,.

Improving LLM-Based Fault Localization with External Memory and Project Context Fault localization via efficient probabilistic modeling of program semantics,

Reference 49

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source=pdf_text observed=2026-08-07T11:04:45.634856Z digest=sha256:4aa747fef94d7be9f5bbf34b100a8e1d10e238d96c6e5c7ddc53af714faafa45

Observation 047d1df9-1954-44b3-9bfb-4a00025ffc37 · outbound

This paper cites Dissection of a bug dataset: Anatomy of 395 patches from defects4j,.

Improving LLM-Based Fault Localization with External Memory and Project Context Dissection of a bug dataset: Anatomy of 395 patches from defects4j,

Reference 50

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source=pdf_text observed=2026-08-07T11:04:45.637423Z digest=sha256:ea71e090dab47d8ba9a0e215dd4b51c9a95a588bd44ea2fed162b1b776ce3fde

Observation 299173bd-3f99-4fe1-a7cd-0bfce3ef2129 · outbound

This paper cites Are automated debugging techniques actually helping programmers?.

Improving LLM-Based Fault Localization with External Memory and Project Context Are automated debugging techniques actually helping programmers?

Reference 51

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T11:04:45.639973Z digest=sha256:61d9e2f1a9e04b4aa5c023a0a99f4725ae7135e1e70fc4daea08a36ebdb79049

Observation 46419bc8-d9d4-493a-bcaf-34f19f3d36d3 · outbound

This paper cites Berrar,Cross-Validation, 01 2018.

Improving LLM-Based Fault Localization with External Memory and Project Context Berrar,Cross-Validation, 01 2018

Reference 52

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verified fuzzy
raw_fallback, observed 2026-08-07T11:04:46.639249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:04:45.642448Z digest=sha256:930171c26ebac72eda7b2a0fbd1e4c62089b8b2b74cd489cc31f1a0b51e35e19

Observation 5403c282-a949-4cb4-8d6c-54ecf7eaf8db · outbound

This paper cites Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.

Improving LLM-Based Fault Localization with External Memory and Project Context Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting

Reference 2020

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source=pdf_text observed=2026-08-07T11:04:45.608906Z digest=sha256:4920578751b7eb18b34d61d0c1f2a2437e459cb465496558415f65086e1c6780

Observation cec4b970-a870-4e43-aa28-f8384a7d8e47 · outbound

This paper cites Available: https://doi.org/10.1145/3551349.3556949.

Improving LLM-Based Fault Localization with External Memory and Project Context Available: https://doi.org/10.1145/3551349.3556949

Reference 2023

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source=pdf_text observed=2026-08-07T11:04:45.586612Z digest=sha256:4b119b54bf809e75e9c5e723d224733be4b46c958cb4552ba4acff60691c298f

Pith citing papers

Observation 640358f2-5f9c-4e0a-ae61-f8df34af85b0 · inbound

Can Language Models Go Beyond Coding? Assessing the Capability of Language Models to Build Real-World Systems cites this paper.

Can Language Models Go Beyond Coding? Assessing the Capability of Language Models to Build Real-World Systems Improving LLM-Based Fault Localization with External Memory and Project Context

Reference 62

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verified exact
arxiv_id, observed 2026-05-18T02:05:39.242557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-18T02:02:24.259455Z digest=sha256:664e32a2952561cb4d143d99d6ec41bab2d35be23ad7d7b61bd8c810fec4b803

Observation cf80b886-2cb1-46e2-8492-213032206d1e · inbound

SieveFL: Hierarchical Runtime-Aware Pruning for Scalable LLM-Based Fault Localization cites this paper.

SieveFL: Hierarchical Runtime-Aware Pruning for Scalable LLM-Based Fault Localization Improving LLM-Based Fault Localization with External Memory and Project Context

Reference 27

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verified exact
arxiv_id, observed 2026-05-14T18:12:33.362191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T18:09:25.038594Z digest=sha256:edac2342bf9d5feeb57a3287727ae3fbbbfb4ac13c53d1bb7376fa615978335e

Observation 77a890d2-dfc3-4824-8fd2-5f8c807fc66e · inbound

How Much Static Structure Do Code Agents Need? A Study of Deterministic Anchoring cites this paper.

How Much Static Structure Do Code Agents Need? A Study of Deterministic Anchoring Improving LLM-Based Fault Localization with External Memory and Project Context

Reference 65

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arxiv_id, observed 2026-07-04T14:29:53.456434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T03:49:43.791435Z digest=sha256:2c5efdacfb67fb4f147d8b0782a77eaa2043a2a3c62ea9e85997d11a9cd23bf6

Observation 48da9185-d293-4fa4-9c16-773b9a3fb02d · inbound

How Much Static Structure Do Code Agents Need? A Study of Deterministic Anchoring cites this paper.

How Much Static Structure Do Code Agents Need? A Study of Deterministic Anchoring Improving LLM-Based Fault Localization with External Memory and Project Context

Reference 65

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verified exact
arxiv_id, observed 2026-07-03T22:49:00.605531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-03T22:48:44.389705Z digest=sha256:0ecc1dc3926aaba74faf7a9275c5474392d9e1b79fca65952e55d7aa0c1f9c57