Paper Citation Record · LEDGER

ImproBR: Bug Report Improver Using LLMs

As of 4 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 3 inbound Pith citation observations for arXiv:2604.26142.

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

pith.paper-citation-record.v1
2604.26142 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-07T15:44:18.102122Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-10T16:05:41.788680Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T16:07:20.359842Z

Reference resolution

44 of 44 outbound references displayed

verified exact23
verified fuzzy3
unresolved15
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0a8d31c2-c0c9-4eea-97f6-6f356a668edd · outbound

This paper cites Can We Enhance Bug Report Quality Using LLMs?: An Empirical Study of LLM-Based Bug Report Generation.

ImproBR: Bug Report Improver Using LLMs Can We Enhance Bug Report Quality Using LLMs?: An Empirical Study of LLM-Based Bug Report Generation

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:11:14.653182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 92660453-bf20-4df6-a643-86497f701bf2 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:19:38.354424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3559e59b-5b3d-4e3e-bce2-33410001e016 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.701033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 30be2075-a831-482d-accc-344a4f29eec4 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:19:38.381189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e9b0dd8b-1cae-4a5c-a743-c66109b8cbd0 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-05-09T02:19:38.375995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 39b55fb2-6073-44f3-956b-feef14679017 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 6

Resolution: malformed identifier; arxiv_id, observed 2026-05-12T00:11:14.664932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fb289f8b-8a3b-4d41-be07-6f99d1b2f563 · outbound

This paper cites 2017.µDroid: an energy-aware mutation testing framework for Android.

ImproBR: Bug Report Improver Using LLMs 2017.µDroid: an energy-aware mutation testing framework for Android

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T00:11:14.695846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0cd22d2e-e168-4145-b545-b1a2a0f3110e · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.712106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 57c9cadd-a923-4a54-b668-66f452f711c9 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.687733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation aeb898b8-e71f-43e3-be29-35c19496b645 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.726734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2c804d88-eded-482d-98c8-0b2ae8a257bc · outbound

This paper cites 2023.DistilBERT.

ImproBR: Bug Report Improver Using LLMs 2023.DistilBERT

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:58:44.694330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d42d14fa-7eae-4fd6-b640-510b8006a642 · outbound

This paper cites Prompting Is All You Need: Automated Android Bug Replay with Large Language Models.

ImproBR: Bug Report Improver Using LLMs Prompting Is All You Need: Automated Android Bug Replay with Large Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:11:14.630010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5b1f7aeb-e43c-4a63-859e-01acfe58fa3d · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.719347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 92086fd8-2d9e-4b1f-9fd2-a8372fa930c7 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 14

Resolution: malformed identifier; raw_fallback, observed 2026-05-27T02:58:44.742637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9ee6cd93-958b-46fe-bdee-baf52116c1ba · outbound

This paper cites Richard Landis and Gary G.

ImproBR: Bug Report Improver Using LLMs Richard Landis and Gary G

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:11:14.676116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 94808016-7a8c-44d9-bb9e-ba7e4d678734 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.736136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b48af376-4ecb-4ddf-8793-09c53828fc85 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.715666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 669946ef-5e43-49d7-9810-765ab9abb9ce · outbound

This paper cites Combining Language and App UI Analysis for the Automated Assessment of Bug Reproduction Steps.

ImproBR: Bug Report Improver Using LLMs Combining Language and App UI Analysis for the Automated Assessment of Bug Reproduction Steps

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:11:14.621800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bd4b9b35-de5c-435a-a231-697bd570d6d6 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.705178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3295babd-003b-4e7b-9f1b-32f1146835f5 · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

ImproBR: Bug Report Improver Using LLMs Efficient Estimation of Word Representations in Vector Space

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-12T00:11:14.686014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation de9469bf-bfd7-44c6-bc39-51de678ec293 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.739402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 43f79489-ff04-4a5d-b2e6-e100590b39cc · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:19:38.370967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2e2be2f6-c56b-410c-ba31-6a44dd6d0ef2 · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

ImproBR: Bug Report Improver Using LLMs Text and Code Embeddings by Contrastive Pre-Training

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:24:12.120554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 96316807-c614-47c6-be5a-594650981340 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.732726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 150fab19-c740-407f-b19a-037ab5964a29 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:19:38.397801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3c061987-3cc5-4bd8-9a7e-94472c20a4e2 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-05-09T02:19:38.392141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation af655af7-4d2f-4bd2-b4b6-137768657ec2 · outbound

This paper cites Kromrey, Jesse Coraggio, and Jeff Skowronek.

ImproBR: Bug Report Improver Using LLMs Kromrey, Jesse Coraggio, and Jeff Skowronek

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:58:44.708337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cff30b94-e495-48fd-a4b1-5b1082401bcc · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.704648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c1e73023-d55e-4e5d-8c29-839a2a2c014d · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

ImproBR: Bug Report Improver Using LLMs DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-12T00:11:14.639433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5281b988-676e-4593-9eee-c05e19b095c0 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.729804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c47657b4-17e3-409a-bda5-3f3ef1bd7e69 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-05-09T02:19:38.285137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 96feae3b-925a-4717-8bc6-4fce40176139 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:19:38.313812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 16b2c7fa-3c46-4d73-943c-97c0af2a2e18 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:19:38.308772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2fa03a95-7074-4173-8be8-1eaa087f6d76 · outbound

This paper cites InProceedings of the 44th International Conference on Software Engineering: Software Engineering in Practice(Pittsburgh, Pennsylvania) (ICSE-SEIP ’22).

ImproBR: Bug Report Improver Using LLMs InProceedings of the 44th International Conference on Software Engineering: Software Engineering in Practice(Pittsburgh, Pennsylvania) (ICSE-SEIP ’22)

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:19:38.291366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5d8aa205-d726-4921-a802-c0c0d092fecd · outbound

This paper cites Bureau of Labor Statistics.

ImproBR: Bug Report Improver Using LLMs Bureau of Labor Statistics

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:58:44.697636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 24969633-4292-4275-8a92-821e726568a0 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:19:38.302906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d431a800-66e7-4000-b925-3a149f599d63 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.722962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c007db9a-762d-45b0-8a62-86323bd79321 · outbound

This paper cites MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers.

ImproBR: Bug Report Improver Using LLMs MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:11:14.681408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e7e9089a-a2c9-4143-abed-8d0bd31bead2 · outbound

This paper cites Nodes MUST maintain custody of at least CUSTODY_REQUIREMENT columns.

ImproBR: Bug Report Improver Using LLMs Nodes MUST maintain custody of at least CUSTODY_REQUIREMENT columns

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:19:38.320101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c2276a19-c9a7-4347-a538-3d067d614978 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.684224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7ba6d489-c697-470f-ba5c-a9007b71f182 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-05-09T02:19:38.340282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 72f3d905-dbad-4948-9b6a-eabab6615e99 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-05-27T02:58:44.691345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 966f5ac4-7921-47fb-a901-5417ffc012d6 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-09T02:19:38.277073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2943950a-0c05-4371-b9f0-d0de8e218653 · outbound

This paper cites an unresolved cited work.

ImproBR: Bug Report Improver Using LLMs Unresolved cited work

Reference 44

Resolution: verified exact; doi, observed 2026-05-09T02:19:38.329282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation 81a2ba0f-d14e-445a-a30b-ab911f05fa2b · inbound

Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports cites this paper.

Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports ImproBR: Bug Report Improver Using LLMs

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-19T22:27:49.267294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 67cd7e34-92a7-4f3b-92c4-1e5c7f555e83 · inbound

Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports cites this paper.

Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports ImproBR: Bug Report Improver Using LLMs

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-06-30T19:15:00.796557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9eefd6fa-a388-4646-9556-6d6f41ab7240 · inbound

Bug Report Specification Refinement with Trajectory Guidance for Automated Program Repair cites this paper.

Bug Report Specification Refinement with Trajectory Guidance for Automated Program Repair ImproBR: Bug Report Improver Using LLMs

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-10T16:07:20.361238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.