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Paper Citation Record · LEDGER

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode

As of 8 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2506.03731.

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

pith.paper-citation-record.v1
2506.03731 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:00:29.396404Z

measured 13 of 13 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

13 of 13 outbound references displayed

  • verified exact3
  • verified fuzzy4
  • unresolved5
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9c030c45-c3c6-43b6-b6a2-66d80da571b1 · outbound

This paper cites Da Capo Lifelong Books (2012).

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode Da Capo Lifelong Books (2012)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:00:29.724295Z

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.

source=pdf_text observed=2026-08-07T11:00:29.354552Z digest=sha256:9a52ece8a3fb78440e52210bb0a530e93914fd84949d6fb072b133069fb4e10e

Observation 0967c27c-abb8-438d-b604-91a63c06b60c · outbound

This paper cites Frontiers in Human Neuroscience13, 294 (2019).

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode Frontiers in Human Neuroscience13, 294 (2019)

Reference 2

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:00:29.670785Z

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.

source=pdf_text observed=2026-08-07T11:00:29.358505Z digest=sha256:9ea8d5b6ebec58b089eef0bcd5e0a492e7c0928e235f0aaa8e1dcf28b6c5a2b4

Observation e89ad039-4e01-43e3-9db7-69719ae3dc2d · outbound

This paper cites Research in developmental disabilities59, 24–34 (2016).

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode Research in developmental disabilities59, 24–34 (2016)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:00:29.714869Z

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.

source=pdf_text observed=2026-08-07T11:00:29.362197Z digest=sha256:283fc3b558203651bd0d06ac7c03598b0bc5b3537f3866b6a43b5fba248c3528

Observation 1f08eca5-25ef-4403-9afc-4f9c6d158f36 · outbound

This paper cites In: 2021 IEEE Visualization Conference (VIS).

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode In: 2021 IEEE Visualization Conference (VIS)

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T11:00:29.365756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:00:29.365756Z digest=sha256:85edc59ec73a32d4f21f25488e284fb12fac209505c941b4e9a620938e447abd

Observation 60b3ca30-287e-4760-8a97-3dc2700a841f · outbound

This paper cites Frontiers in neuroinformatics 1, 129 (2007).

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode Frontiers in neuroinformatics 1, 129 (2007)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:00:29.705959Z

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.

source=pdf_text observed=2026-08-07T11:00:29.369216Z digest=sha256:dc84237f91643b82a06a5540c324d6731609503719d8562caa617aab04ea8537

Observation 48675c63-adee-424d-a9a2-31e2eee3a17a · outbound

This paper cites In: Proceedings of the 2019 Conference on Empirical Methods in Natu- ral Language Processing.

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode In: Proceedings of the 2019 Conference on Empirical Methods in Natu- ral Language Processing

Reference 6

Resolution
malformed identifier
no resolver link, observed 2026-08-07T11:00:29.372829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:00:29.372829Z digest=sha256:d590b64c44eb7d50bbc954fd47afa18c7d84e30e2bcaa09a46cc05557ebd78c1

Observation ef11ed94-11ad-4877-a886-e6f90dd0cdb5 · outbound

This paper cites In: Proceedings of the 12th Web for All Conference.

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode In: Proceedings of the 12th Web for All Conference

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T11:00:29.376388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:00:29.376388Z digest=sha256:7bcbc90ae424792a229af429b7bacf6b87d9da3719f8e7b335503f9bbd78f382

Observation 7dc70192-bbfc-430e-ac99-da233f27b1db · outbound

This paper cites CAST (2002), http://udlguidelines.cast.org.

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode CAST (2002), http://udlguidelines.cast.org

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:00:29.696689Z

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.

source=pdf_text observed=2026-08-07T11:00:29.379304Z digest=sha256:8be36dac1a018acfcc4cac6eb3ba9dd0d65acb04b6abed550cf4790fa85997bb

Observation d2351ee7-0dfd-4853-a74f-4fd2c957bad9 · outbound

This paper cites an unresolved cited work.

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:00:29.686810Z

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.

source=pdf_text observed=2026-08-07T11:00:29.382488Z digest=sha256:babcfb5cec3f3e1a7432a5298619e7b29eb7fdaf7016dc601ee24b170b916785

Observation 567b1180-d5d3-458b-a235-7ae49ca2e770 · outbound

This paper cites New England Journal of Medicine 338(5), 307–312 (1998).

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode New England Journal of Medicine 338(5), 307–312 (1998)

Reference 10

Resolution
verified exact
doi, observed 2026-08-07T11:00:29.437573Z

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.

source=pdf_text observed=2026-08-07T11:00:29.385463Z digest=sha256:c0c5e46fff2df20964e717d79e1dea9430795e8735ee5630f92ae123460dab89

Observation 1f8b0f99-cc13-46cb-ab04-2fb82f2d0f61 · outbound

This paper cites Advances in neural information pro- cessing systems 30 (2017).

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode Advances in neural information pro- cessing systems 30 (2017)

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T11:00:29.388672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:00:29.388672Z digest=sha256:2cc6d34878fc848aa31522a9e6f009da62c09782448b03d61fde5cd896993af8

Observation d80491ce-e669-43d7-a045-50fa6c91c554 · outbound

This paper cites Attention Is All You Need.

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode Attention Is All You Need

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T11:00:29.391727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:00:29.391727Z digest=sha256:5af11f72eb2ad08e4d1054cb2e5d60bf6efab6149151c554e7c7a637c5bf6c0d

Observation e72a2c3f-5af1-4952-bafb-7f049a880aeb · outbound

This paper cites Brain and Language 85(3), 427–431 (2003).

Enhancing Text Comprehension for Dyslexic Readers: A 3D Semantic Visualization Approach Using Transformer Mode Brain and Language 85(3), 427–431 (2003)

Reference 13

Resolution
verified exact
doi, observed 2026-08-07T11:00:29.427820Z

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.

source=pdf_text observed=2026-08-07T11:00:29.396404Z digest=sha256:df6e7164f11735540dfb4d14dedcf34e290d7cbd8cfc9dd7bdb65252a25fcbfb

Pith citing papers

No inbound Pith citation observations are available.