Paper Citation Record · LEDGER

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities

As of 9 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2607.03887.

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

pith.paper-citation-record.v1
2607.03887 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T23:15:06.472205Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

verified exact1
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e65fbec6-86a8-4ce9-8f11-9235862177f1 · outbound

This paper cites ”GPTopic: Dynamic and Interactive Topic Represen- tations.” arXiv preprint arXiv:2403.03628 (2024).

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities ”GPTopic: Dynamic and Interactive Topic Represen- tations.” arXiv preprint arXiv:2403.03628 (2024)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4ddea16-9807-442c-a663-1d0f3d0f5c2f · outbound

This paper cites ”Towards interpreting topic models with ChatGPT.” The 20th World Congress of the International Fuzzy Systems Associa- tion.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities ”Towards interpreting topic models with ChatGPT.” The 20th World Congress of the International Fuzzy Systems Associa- tion

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcea5a31-cd0b-4776-90f4-7be16807589d · outbound

This paper cites Text Clustering with Large Language Model Embeddings.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities Text Clustering with Large Language Model Embeddings

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ece097b3-e268-4432-9395-44f9794223da · outbound

This paper cites ”Large-scale vulnerability analysis.” Proceedings of the 2006 SIGCOMM workshop on Large-scale attack defense.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities ”Large-scale vulnerability analysis.” Proceedings of the 2006 SIGCOMM workshop on Large-scale attack defense

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 435baeee-956f-4279-9444-401730143a75 · outbound

This paper cites Yu, Dhanya Aravind, and Passarawarin Supthaweesuk.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities Yu, Dhanya Aravind, and Passarawarin Supthaweesuk

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ad58d5b-fcfa-4368-a716-e09a3a06a430 · outbound

This paper cites Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b027055a-6591-49e4-9ae9-b247794d1c0e · outbound

This paper cites ”Topic Modeling with Fine-tuning LLMs and Bag of Sentences.” arXiv preprint arXiv:2408.03099 (2024).

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities ”Topic Modeling with Fine-tuning LLMs and Bag of Sentences.” arXiv preprint arXiv:2408.03099 (2024)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 302aaa55-7b18-4504-af34-a9b27ff400ad · outbound

This paper cites Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ad5d0f0-40ff-4e5b-919c-129d91f75339 · outbound

This paper cites ”Leveraging LLMs for Efficient Topic Reviews.” Applied Sciences 14.17 (2024): 7675.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities ”Leveraging LLMs for Efficient Topic Reviews.” Applied Sciences 14.17 (2024): 7675

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d606b4ff-3f3d-407b-9cca-5db45a14c69e · outbound

This paper cites LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e7d0514-9681-42fe-aa27-9d850b1011b4 · outbound

This paper cites ”Generating topic-agnostic conversations With LLMs.” IEEE access (2024).

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities ”Generating topic-agnostic conversations With LLMs.” IEEE access (2024)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8035ca15-80f0-447a-b64f-459272c59475 · outbound

This paper cites ”Software vulnerability analysis and discovery using deep learning techniques: A survey.” IEEE Access 8 (2020): 197158- 197172.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities ”Software vulnerability analysis and discovery using deep learning techniques: A survey.” IEEE Access 8 (2020): 197158- 197172

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 656e681d-1eb4-48ec-9f42-2ee9aadd8f34 · outbound

This paper cites ”A vulnerability analysis and prediction framework.” Computers & Security 92 (2020): 101751.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities ”A vulnerability analysis and prediction framework.” Computers & Security 92 (2020): 101751

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66ad33d2-ae6d-41a4-b08e-7d42c0f33980 · outbound

This paper cites Real Time Analysis of Air Pollution Pre- diction using IoT.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities Real Time Analysis of Air Pollution Pre- diction using IoT

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb6a1fc3-124b-4e65-a66a-007592773a47 · outbound

This paper cites Smart Surveillance System by Face Recog- nition and Tracking using Machine Learning Techniques.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities Smart Surveillance System by Face Recog- nition and Tracking using Machine Learning Techniques

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a93f793-b9d8-4931-86b5-4867492c2e03 · outbound

This paper cites A Real- Time Human Computer Interaction Using Hand Gestures in OpenCV.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities A Real- Time Human Computer Interaction Using Hand Gestures in OpenCV

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 940a43a3-4fda-4d67-96bb-5ed34e7fb8e0 · outbound

This paper cites Early Building Collapse Detection using IoT.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities Early Building Collapse Detection using IoT

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17186f28-c249-48e6-9d25-35eda018958d · outbound

This paper cites an unresolved cited work.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities Unresolved cited work

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-11T23:18:20.725616Z

Source-reported events for the cited work

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

Observation 54426ad5-af0d-4bdc-8589-f44ca538ed51 · outbound

This paper cites and Pati, P.B., 2024, June.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities and Pati, P.B., 2024, June

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 817c74a5-84ba-4c6c-8e48-215e4f642a35 · outbound

This paper cites and Kumar, K.D., 2024.

Advanced Topic Modeling Techniques for Categorizing Software Vulnerabilities and Kumar, K.D., 2024

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T23:15:06.472205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.