Paper Citation Record · LEDGER

Simple and Effective Baselines for Code Summarisation Evaluation

As of 8 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2505.19392.

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

pith.paper-citation-record.v1
2505.19392 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:19:19.594772Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

54 of 54 outbound references displayed

verified exact3
verified fuzzy4
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f8fbcf43-b16e-4e2f-97fa-bd7f429eb32e · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:12.519738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c73f0df-0e5f-44ec-9777-ec35fe138951 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:12.587782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 508516dc-a264-45e7-9d70-05319c83dfc6 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:19:25.056038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 33ce4c25-b913-4a69-b49b-10c39df71d81 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:12.842332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9a96da4-cfc2-47c8-9692-62fd3d33e564 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:12.976743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83cd36f5-9220-42dd-9b36-96df985b1d27 · outbound

This paper cites Programmer Visual Attention During Context-Aware Code Summarization.

Simple and Effective Baselines for Code Summarisation Evaluation Programmer Visual Attention During Context-Aware Code Summarization

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:19:21.421727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6015c539-d59a-44a6-9d16-fc14f9e5b0e8 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:19:24.779351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 742f8d45-7dbb-4da1-859b-083177ac36eb · outbound

This paper cites de Souza, Nicolas Anquetil, and Káthia M.

Simple and Effective Baselines for Code Summarisation Evaluation de Souza, Nicolas Anquetil, and Káthia M

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:13.356320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37618b04-0609-4390-be02-a7f6a4bec43c · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:13.481022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a11d9b6-f98c-4abb-b20b-3b7dee9d7901 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:13.643038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6989ca96-05e8-4cf9-9ddd-5aaa0ed3dbbc · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:13.777844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23df98fc-ec2a-45a6-b284-096ccb07e132 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:13.893659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5f857c5-3321-4cdd-bde4-9e54c41ae54a · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:14.037886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf15a751-b54a-4ffd-b8bb-8c89d717bf81 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:14.200227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8504c90a-41a5-4ee0-8f38-cca4cac0ac8b · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:14.334691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 009de91a-01c7-4f07-9dc5-6112a66c9a71 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:14.440143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51e4d8e7-93e7-415c-b2bc-97b22cf51eb5 · outbound

This paper cites Hellendoorn, Charles Sutton, Rishabh Singh, Petros Maniatis, and David Bieber.

Simple and Effective Baselines for Code Summarisation Evaluation Hellendoorn, Charles Sutton, Rishabh Singh, Petros Maniatis, and David Bieber

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:19:24.539916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2cf60564-cbec-44e2-bf0c-6afb5b8450b8 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:19:24.217786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad4e4d5c-4c5a-4e67-96a2-21e4f1afca30 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-07T14:19:20.157507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d61e1928-7526-49b7-b63e-d687b6915a38 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:14.924410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00e24b09-d006-448a-8233-aec068f6557d · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:15.046735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 481525e7-bab2-488d-b679-4ef3af468409 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:19:23.919162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f6eae729-073f-4394-8a3e-3b78171a6a25 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:15.436567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cef8f7f9-4de8-42f2-a88e-fc5111c630cd · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:15.591618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa4c6ec7-d577-4166-9df0-d5c05fd7c248 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:15.726504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c5c9f92-cfde-47af-866e-2848c100e109 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:15.889882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 100a3ccc-8f1e-4ef6-abb9-ab047a90bb5b · outbound

This paper cites SCLA: Automated Smart Contract Summarization via LLMs and Control Flow Prompt.

Simple and Effective Baselines for Code Summarisation Evaluation SCLA: Automated Smart Contract Summarization via LLMs and Control Flow Prompt

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:16.013012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0150ebe9-2428-4d58-9743-50cdb869d044 · outbound

This paper cites Mastropaolo, M.

Simple and Effective Baselines for Code Summarisation Evaluation Mastropaolo, M

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:19:23.593297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c3041b3-2590-4dff-8f30-44fee5306a75 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:16.272375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8484fff-8535-4571-bf6a-afe7febe3b0f · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:16.385743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5b78c47-ef94-4984-9520-892d8e04de45 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:19:23.282469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d89670c-cae4-474d-af8d-1c226ce8b4dc · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:19:22.989321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9f9dca1d-4f74-42e5-ba57-ad13465b20ae · outbound

This paper cites Symbols of One-Loop Integrals From Mixed Tate Motives.

Simple and Effective Baselines for Code Summarisation Evaluation Symbols of One-Loop Integrals From Mixed Tate Motives

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:16.751573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9bb787c-fb4e-4de0-a93a-40816b14a536 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:16.862285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5332b9ae-558d-4bfa-a80b-7a0f37a673a3 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:16.980279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a900cb4-8967-4dc8-a27f-d277a3a42551 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:19:22.730606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bc732c97-5713-4685-b335-0bccd7d6b49f · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:17.287017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10ee9d14-7e4c-4333-b85e-b829df4f22e8 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:17.445214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b7b46b2-fabf-499a-be70-82e2b343e2e1 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:17.609275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1e60a5-6aae-42af-b403-16ead89dd0b7 · outbound

This paper cites Stapleton, Y.

Simple and Effective Baselines for Code Summarisation Evaluation Stapleton, Y

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:17.739144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d20ec671-5868-4d87-9a90-ece1d48195f3 · outbound

This paper cites Context-aware Code Summary Generation.

Simple and Effective Baselines for Code Summarisation Evaluation Context-aware Code Summary Generation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:17.848438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff1cd581-7bcc-4e64-b8a8-d5afa231fe30 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:18.026528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 403f43d7-caef-4b97-8aa9-39058522d889 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:18.127195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6e4c586-97bb-4cc8-8914-df4fd5f4669a · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 45

Resolution: verified exact; doi, observed 2026-08-07T14:19:19.879110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 00dff126-647d-464b-9663-35d0404027c7 · outbound

This paper cites Gomez, ukasz Kaiser, and Illia Polosukhin.

Simple and Effective Baselines for Code Summarisation Evaluation Gomez, ukasz Kaiser, and Illia Polosukhin

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:19:22.401897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 506b5917-35ab-4a3f-b072-85cd9c5bd59d · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:19:22.147715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b1c0062-7e0a-4f91-9491-0973d055e4d2 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:18.657607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b0736df-00b5-4c35-9478-f75347d87627 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:18.775543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b0b9ea3-5cbf-4690-9ad7-bc2719816663 · outbound

This paper cites Style Over Substance: Evaluation Biases for Large Language Models.

Simple and Effective Baselines for Code Summarisation Evaluation Style Over Substance: Evaluation Biases for Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:18.862174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fddc94f-7ebe-48eb-aa3d-be56747c9228 · outbound

This paper cites Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks.

Simple and Effective Baselines for Code Summarisation Evaluation Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:19.030696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a430a48-ebe4-4f30-8f49-d029d3857090 · outbound

This paper cites mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval.

Simple and Effective Baselines for Code Summarisation Evaluation mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:19.192913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e7c9f9a-ef14-48af-93fa-1062aac47c31 · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:19.336276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab11c736-9f1b-4d93-95ce-27815f601df5 · outbound

This paper cites Xing, Hao Zhang, Joseph E.

Simple and Effective Baselines for Code Summarisation Evaluation Xing, Hao Zhang, Joseph E

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:19:21.941002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aeee2d52-5a93-42a5-9acd-d7eef6bc67bf · outbound

This paper cites an unresolved cited work.

Simple and Effective Baselines for Code Summarisation Evaluation Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:19:21.753166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.