Paper Citation Record · LEDGER

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code

As of 20 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2504.17426.

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

pith.paper-citation-record.v1
2504.17426 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:43:53.500816Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

22 of 22 outbound references displayed

verified exact0
verified fuzzy6
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c986b307-cb34-42c5-b1c8-6d7eec007434 · outbound

This paper cites Barr, Premkumar T.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Barr, Premkumar T

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:43:53.849006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7644872b-492a-4e00-ac78-a7aa2fcd2b32 · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:43:53.834570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 966a96fc-87b0-492c-8327-d83671a7569e · outbound

This paper cites O’Reilly Media, Inc.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code O’Reilly Media, Inc

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:43:53.806077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8a79260e-f4e6-4bf3-ace5-ce175070f707 · outbound

This paper cites Blei, Andrew Y.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Blei, Andrew Y

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:43:53.791630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c876f2d3-4f9d-4441-8b8c-dd8b24c2e102 · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:43:53.777356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fb285289-e8a1-4014-925c-58a91383e203 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Gemma 2: Improving Open Language Models at a Practical Size

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T10:43:53.436587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e80e3524-706e-473d-bf04-f3eb5489bca8 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Gemma: Open Models Based on Gemini Research and Technology

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T10:43:53.441781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a046358-9dd7-47da-aafb-13da08d4397d · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:43:53.761960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 79180804-e833-479d-aba4-caef34aea7ab · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T10:43:53.450207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14f5b1cc-8b51-460e-92ec-eed59feb1340 · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T10:43:53.454277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17f03ce3-b5ef-495b-8f6c-2579a2fe061d · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:43:53.747333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 297889a6-0b8b-46ea-a3da-bf0454558934 · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:43:53.733955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bcd02d0f-b1fb-4c3f-b9d6-3e650b9911cd · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:43:53.721092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4cce266c-3384-4c24-955d-886ff3e431fb · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:43:53.705994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dd50912b-84e8-4b60-b2bd-df6ee0357247 · outbound

This paper cites Hellendoorn, Bogdan Vasilescu, and Brad A.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Hellendoorn, Bogdan Vasilescu, and Brad A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:43:53.690761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d8451424-7ec5-407c-b6dd-f0916f2814b7 · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:43:53.673791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 071b9839-9a54-4f6b-94b6-6b3be612d499 · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:43:53.658848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0445ed17-c6ae-487b-8cf2-c5b8a01d3dc7 · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:43:53.643660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2119f45e-1bc3-4a17-934f-a2116dc23163 · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:43:53.611153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 086372f6-4c8b-49c2-ac60-77cbd28dd913 · outbound

This paper cites an unresolved cited work.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T10:43:53.500816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c513ab4a-e631-44b5-8daf-9493a82ae700 · outbound

This paper cites IEEE, 27–43.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code IEEE, 27–43

Reference 1993

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:43:53.820245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1b86214e-e9c6-402a-b7b4-9385e1d99953 · outbound

This paper cites In2015 IEEE 23rd International Conference on Program Comprehension.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code In2015 IEEE 23rd International Conference on Program Comprehension

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:43:53.628357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.