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Paper Citation Record · LEDGER

The Return of Structural Handwritten Mathematical Expression Recognition

As of 20 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2508.19773.

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

pith.paper-citation-record.v1
2508.19773 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:33:34.450874Z

measured 23 of 23 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

23 of 23 outbound references displayed

  • verified exact1
  • verified fuzzy19
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75045cf5-2267-4154-a396-baee02e53a58 · outbound

This paper cites Syntax-directed recognition of hand-printed two-dimensional mathematics.

The Return of Structural Handwritten Mathematical Expression Recognition Syntax-directed recognition of hand-printed two-dimensional mathematics

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:40.495091Z

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.

source=pdf_text observed=2026-08-05T15:33:31.494935Z digest=sha256:6f52e8c8f823f187f42d66b9bb32b1f35812babe60713aba8bd22bc5cb68e845

Observation 63b5a63a-8099-4872-a78a-781d5e44a96b · outbound

This paper cites A syntactic approach for handwritten mathematical formula recognition.

The Return of Structural Handwritten Mathematical Expression Recognition A syntactic approach for handwritten mathematical formula recognition

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:40.257988Z

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.

source=pdf_text observed=2026-08-05T15:33:31.605851Z digest=sha256:fa9a74ee4df2a6172bbd9d0147db29170e16280219b188528b560d2303b38a03

Observation 0821e622-cb6f-405c-a44b-8690104e2a21 · outbound

This paper cites A method for the structural analysis of two-dimensional mathe- matical expressions.

The Return of Structural Handwritten Mathematical Expression Recognition A method for the structural analysis of two-dimensional mathe- matical expressions

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:39.852300Z

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.

source=pdf_text observed=2026-08-05T15:33:31.744850Z digest=sha256:1cb11387f2fa41c1f2ce0ea85e32f48ed0568298828fff3c19d59df5068dacfd

Observation 98954f5c-3c97-492a-9a23-de749e4ad82a · outbound

This paper cites Edge-Featured Graph Attention Network.

The Return of Structural Handwritten Mathematical Expression Recognition Edge-Featured Graph Attention Network

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T15:33:31.872479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:33:31.872479Z digest=sha256:56e16ea05f4beeec1d704c2abe6f9bd195466005efcba97b7f78df68df302c85

Observation a948efb3-9b26-4452-a9f6-65c8bada6ef6 · outbound

This paper cites MathWriting: A Dataset For Handwritten Mathematical Expression Recognition.

The Return of Structural Handwritten Mathematical Expression Recognition MathWriting: A Dataset For Handwritten Mathematical Expression Recognition

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T15:33:32.013765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:33:32.013765Z digest=sha256:4722b20ba44581533243ff1227d5c1d29051efca9fc81458c7dcc8697d674e56

Observation 9fc9e2c4-ea2a-43da-9671-21b4894ba171 · outbound

This paper cites Iamondo-database: an online handwritten document database with non-uniform contents.

The Return of Structural Handwritten Mathematical Expression Recognition Iamondo-database: an online handwritten document database with non-uniform contents

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:39.659000Z

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.

source=pdf_text observed=2026-08-05T15:33:32.086583Z digest=sha256:5e60c28edaf399dae654076b6d6452211edb1056de353d1a5ac46bebee03d275

Observation 984c0d32-9e81-4c0c-a4b6-75da01e52aa4 · outbound

This paper cites Iso/iec 40314:2016 - information technology — mathematical markup language (mathml) version 3.0 2nd edition,.

The Return of Structural Handwritten Mathematical Expression Recognition Iso/iec 40314:2016 - information technology — mathematical markup language (mathml) version 3.0 2nd edition,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:39.407698Z

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.

source=pdf_text observed=2026-08-05T15:33:32.226789Z digest=sha256:9a7e35613568f1143a29ba8796ba39c9f7fedc8431e005568ed0364cf1189dac

Observation 3af46dac-a0d7-4792-aa49-7552b8d97b1e · outbound

This paper cites Detexify: Erkennung handgemalter latex-symbole, 2010.

The Return of Structural Handwritten Mathematical Expression Recognition Detexify: Erkennung handgemalter latex-symbole, 2010

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:38.757063Z

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.

source=pdf_text observed=2026-08-05T15:33:32.432784Z digest=sha256:7d15ef4957970b9c1ccaa1e754efeac79aa0efe92fc33a1ee320c4d317482e45

Observation 29c851e1-548a-442c-a75d-cf8a420d8d23 · outbound

This paper cites Visual parsing with query-driven global graph attention (qd-gga): preliminary results for handwritten math formula recog- nition.

The Return of Structural Handwritten Mathematical Expression Recognition Visual parsing with query-driven global graph attention (qd-gga): preliminary results for handwritten math formula recog- nition

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:38.483025Z

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.

source=pdf_text observed=2026-08-05T15:33:32.595271Z digest=sha256:abd436e5ace102fed9d8325dde2e25ae2ce8ed9a66dbeeade0ec639486cfc2fe

Observation 7e6be74b-04ac-45b5-a611-03c1deb8cd4a · outbound

This paper cites Icdar 2019 crohme+ tfd: Competition on recognition of hand- written mathematical expressions and typeset formula detection.

The Return of Structural Handwritten Mathematical Expression Recognition Icdar 2019 crohme+ tfd: Competition on recognition of hand- written mathematical expressions and typeset formula detection

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:38.056930Z

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.

source=pdf_text observed=2026-08-05T15:33:32.789827Z digest=sha256:86e1652eae1a479f959610ad14bccd5154074a664f21214f8b23dd553784d590

Observation dd7dbef2-188f-47eb-a3c3-98e49c638da0 · outbound

This paper cites Line-of-sight with graph attention parser (lgap) for math formulas.

The Return of Structural Handwritten Mathematical Expression Recognition Line-of-sight with graph attention parser (lgap) for math formulas

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:37.766329Z

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.

source=pdf_text observed=2026-08-05T15:33:32.947384Z digest=sha256:ea04b05f3f0122b2a0ab276f21e11675300b45bf0f3e74e743a1f8af9e8a3d50

Observation db61e3ef-9956-4f02-87c0-7a0ed4f95591 · outbound

This paper cites A survey on handwritten mathematical expression recog- nition: The rise of encoder-decoder and gnn models.

The Return of Structural Handwritten Mathematical Expression Recognition A survey on handwritten mathematical expression recog- nition: The rise of encoder-decoder and gnn models

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:37.447522Z

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.

source=pdf_text observed=2026-08-05T15:33:33.054514Z digest=sha256:60645a28fe509be997e51fb395811489529d21f268c78e57de43dac2f0813396

Observation 2fd9fd5a-b0cd-4c81-92d3-a5d4d9955113 · outbound

This paper cites Watt and Tom Underhill.

The Return of Structural Handwritten Mathematical Expression Recognition Watt and Tom Underhill

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:37.221725Z

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.

source=pdf_text observed=2026-08-05T15:33:33.155961Z digest=sha256:6ec11f78442e498d05e97595c17e0261d4caef389c1d639fd7e25c547e65524b

Observation 6cb89547-d0a7-4003-a212-1b6e2a48c98d · outbound

This paper cites Hand- written mathematical expression recognition via paired adversarial learning.In- ternational Journal of Computer Vision, 128:2386–2401, 2020.

The Return of Structural Handwritten Mathematical Expression Recognition Hand- written mathematical expression recognition via paired adversarial learning.In- ternational Journal of Computer Vision, 128:2386–2401, 2020

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:36.932720Z

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.

source=pdf_text observed=2026-08-05T15:33:33.332913Z digest=sha256:7c401e116d18817894cb82438cfcebfe222fa345d764b92eaf14d2847e1c7036

Observation f602510e-eaac-413b-b348-8c7d70e6f94b · outbound

This paper cites Graph- to-graph: towards accurate and interpretable online handwritten mathematical ex- pression recognition.

The Return of Structural Handwritten Mathematical Expression Recognition Graph- to-graph: towards accurate and interpretable online handwritten mathematical ex- pression recognition

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:36.626281Z

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.

source=pdf_text observed=2026-08-05T15:33:33.477016Z digest=sha256:2e93e394f20fc17e84fb6491894ec80f0f8330b4e9efa2d9a1812f8e51506c2a

Observation 00643e0c-58ff-40a2-aeaf-674523ff06db · outbound

This paper cites Graph- to-graph: towards accurate and interpretable online handwritten mathematical ex- pression recognition.

The Return of Structural Handwritten Mathematical Expression Recognition Graph- to-graph: towards accurate and interpretable online handwritten mathematical ex- pression recognition

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:36.422552Z

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.

source=pdf_text observed=2026-08-05T15:33:33.607278Z digest=sha256:1ae09c6ea388c0c95322238d38f8f7b3e95232e7ee9bad39ee8dad5d04c892a7

Observation 088fe30b-d222-434e-9a73-3a50cf02cd05 · outbound

This paper cites Icdar 2023 crohme: Competition on recognition of handwritten mathematical expres- sions.

The Return of Structural Handwritten Mathematical Expression Recognition Icdar 2023 crohme: Competition on recognition of handwritten mathematical expres- sions

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:36.114206Z

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.

source=pdf_text observed=2026-08-05T15:33:33.782496Z digest=sha256:dc96395dc273aa34f2dc1112dd5f76112b9de1b8561639503b007b87c0a85040

Observation d1ae16d3-d9b1-447f-a80c-9c4c46b3e99a · outbound

This paper cites Local and Global Graph Modeling with Edge-weighted Graph Attention Network for Handwritten Mathematical Expression Recognition.

The Return of Structural Handwritten Mathematical Expression Recognition Local and Global Graph Modeling with Edge-weighted Graph Attention Network for Handwritten Mathematical Expression Recognition

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:33:34.768077Z

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.

source=pdf_text observed=2026-08-05T15:33:33.861974Z digest=sha256:65933c95323ceddcb33b6f88df3902467bc6eb471072831fbfdd2395ce7dd32d

Observation 2d69d4de-4edf-480a-afb7-f57ee8cb03ba · outbound

This paper cites Track, attend, and parse (tap): An end-to- end framework for online handwritten mathematical expression recognition.IEEE Transactions on Multimedia, 21(1):221–233, 2019.

The Return of Structural Handwritten Mathematical Expression Recognition Track, attend, and parse (tap): An end-to- end framework for online handwritten mathematical expression recognition.IEEE Transactions on Multimedia, 21(1):221–233, 2019

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:35.883574Z

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.

source=pdf_text observed=2026-08-05T15:33:34.019674Z digest=sha256:46da00963df0cd8b4868c86ef0b2b6e41e2857451ad6904c5712cc21ea236051

Observation 3f9b5c23-a975-4535-bc4a-84d801f152a9 · outbound

This paper cites Watch, attend and parse: An end-to-end neural network based ap- proach to handwritten mathematical expression recognition.Pattern Recognition, 71:196–206, 2017.

The Return of Structural Handwritten Mathematical Expression Recognition Watch, attend and parse: An end-to-end neural network based ap- proach to handwritten mathematical expression recognition.Pattern Recognition, 71:196–206, 2017

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:35.591281Z

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.

source=pdf_text observed=2026-08-05T15:33:34.176391Z digest=sha256:a123ac8da9878bfa8f3834b43ddac48cecf761853a41fd092792e51c89e1f6da

Observation 24381add-a737-4d6b-a49d-6bd09363a741 · outbound

This paper cites Comer: Modeling coverage for transformer-based handwritten mathematical expression recognition.

The Return of Structural Handwritten Mathematical Expression Recognition Comer: Modeling coverage for transformer-based handwritten mathematical expression recognition

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:35.321387Z

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.

source=pdf_text observed=2026-08-05T15:33:34.295631Z digest=sha256:62c93fcf42ff9a75039d21f1a4c5122cfd923fcf66c8d77b56a9c28ec0a8abbc

Observation da0a6ba2-d22a-4583-9149-6bb3f28a9680 · outbound

This paper cites Handwritten mathematical expression recognition with bidirectionally trained transformer.

The Return of Structural Handwritten Mathematical Expression Recognition Handwritten mathematical expression recognition with bidirectionally trained transformer

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:33:35.047854Z

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.

source=pdf_text observed=2026-08-05T15:33:34.450874Z digest=sha256:6f1b2a6a7737233ff1187e007287239bc834dd0453acaab14d937e9ed84945ce

Observation 7792caa5-1d98-4597-9511-9ee584a73dc7 · outbound

This paper cites an unresolved cited work.

The Return of Structural Handwritten Mathematical Expression Recognition Unresolved cited work

Reference 2016

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:33:39.119722Z

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.

source=pdf_text observed=2026-08-05T15:33:32.340568Z digest=sha256:00b0379c668bc8d0b85cbb45a60f22e569314667438eb5b60d01bdaa422d6e72

Pith citing papers

No inbound Pith citation observations are available.