Paper Citation Record · LEDGER

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation

As of 15 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 2 inbound Pith citation observations for arXiv:2507.03169.

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

pith.paper-citation-record.v1
2507.03169 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:22:26.089800Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T23:49:54.579284Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact4
verified fuzzy4
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8a55fb2-3dca-48c4-82b7-669c3b522e90 · outbound

This paper cites Geo: Generative engine optimization.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation Geo: Generative engine optimization

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:22:24.866683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9ff65ea-0f97-499a-9a33-909fc455a493 · outbound

This paper cites an unresolved cited work.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:22:27.998607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1aedd8b6-7186-4299-977d-8fda7a3cf72e · outbound

This paper cites and Elboghdadly, T.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation and Elboghdadly, T

Reference 3

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:22:27.152657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 59a2c452-25c1-431c-8446-be1fe1abb8dc · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation Adam: A Method for Stochastic Optimization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T20:22:25.061141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceed9260-2628-4669-b8f8-d7bde3307100 · outbound

This paper cites Manipulating Large Language Models to Increase Product Visibility.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation Manipulating Large Language Models to Increase Product Visibility

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:22:25.154212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94c5217a-f207-49d8-8ff9-dbb9994644b2 · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:22:25.208307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1243aacd-9ea8-44a4-9047-2a9cb9cf1d59 · outbound

This paper cites F., Zhang, T., and Liang, P.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation F., Zhang, T., and Liang, P

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:22:27.860407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 87344462-188b-43a7-99cc-1f54ce468d90 · outbound

This paper cites and Howley, C.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation and Howley, C

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:22:27.717052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 61ad23e1-40ec-4471-aae3-887048bfe65a · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:22:25.434386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e38b539d-ae71-4f6f-90c3-bfc8950e4f5e · outbound

This paper cites Decoupled Weight Decay Regularization.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation Decoupled Weight Decay Regularization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T20:22:25.527950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56dbf7fe-9267-4d62-915d-c762e33b80ca · outbound

This paper cites Teaching language models to support answers with verified quotes.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation Teaching language models to support answers with verified quotes

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:22:27.564461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 51ec41f6-2c85-473b-a658-d7952a651177 · outbound

This paper cites Bart for post-correction of ocr newspaper text.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation Bart for post-correction of ocr newspaper text

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:22:27.430778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0d3acb23-13de-4b32-a8fe-c12c68b3263a · outbound

This paper cites Qarrfsqa: Question-answer replacement and removal pretraining framework for few-shot question answering.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation Qarrfsqa: Question-answer replacement and removal pretraining framework for few-shot question answering

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:22:26.796009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 021373f1-0fc2-402a-9c5c-2810d7e1207b · outbound

This paper cites Attention Is All You Need.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation Attention Is All You Need

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T20:22:25.816103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdbcde1c-3347-474c-8396-36f28d319582 · outbound

This paper cites Application of artificial intelligence (ai) in search engine optimization (seo).

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation Application of artificial intelligence (ai) in search engine optimization (seo)

Reference 15

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:22:26.592696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9e671eff-8af9-40d7-aac9-829871616e62 · outbound

This paper cites and Vlachopoulou, M.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation and Vlachopoulou, M

Reference 16

Resolution: verified exact; doi, observed 2026-08-06T20:22:26.271715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a4895fd1-4026-46a4-92c7-b68cd2560a0a · outbound

This paper cites write newline.

Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation write newline

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:22:26.089800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c3f96c8d-9752-4495-9449-024157ec97a5 · inbound

Caption Injection for Optimization in Generative Search Engine cites this paper.

Caption Injection for Optimization in Generative Search Engine Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T23:49:54.579284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f494eda9-757d-4fd4-9dff-e66d36c1e181 · inbound

Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026) cites this paper.

Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026) Beyond SEO: A Transformer-Based Approach for Reinventing Web Content Optimisation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T03:00:04.707363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.