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Paper Citation Record · LEDGER

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books

As of 18 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.10053.

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

pith.paper-citation-record.v1
2507.10053 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:44:53.700725Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy16
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 43fbda41-cfdf-4daa-8b19-50d0339596ff · outbound

This paper cites Qwen2.5-vl technical report, 2025.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Qwen2.5-vl technical report, 2025

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:52.820383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:44:52.820383Z digest=sha256:4923a9b578c468f7d5995498288a34fd41a30180d3f21190ed88cdbe6e86b764

Observation 5b372073-d595-462c-b48a-2b26fc57683d · outbound

This paper cites Semantic parsing of interpage relations.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Semantic parsing of interpage relations

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:57.003046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:52.853344Z digest=sha256:92027b51021c7f350e8b88c2dfa9333bf9e64295a1e9188f96eb359f4cca0373

Observation a8bd39da-8c34-4201-91c5-9fee44df201d · outbound

This paper cites Document classification and page stream segmentation for digital mailroom applications.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Document classification and page stream segmentation for digital mailroom applications

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:56.693763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:52.910907Z digest=sha256:f1bf4a560b913e108babccd3aef0a68e5e31017f128295872356f88926d81469

Observation 1bfa6f7d-e8d3-4f4e-b521-03c5b2dd61b5 · outbound

This paper cites Large language models for page stream segmentation, 2024.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Large language models for page stream segmentation, 2024

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:56.463393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:52.971963Z digest=sha256:53954298403425b6b7ff7a02de0eb34426bd20a1372b010eb09f92ddcb94c20f

Observation 579d979e-20f2-454e-a8af-78218bb12f3d · outbound

This paper cites Openpss: An open page stream segmentation benchmark.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Openpss: An open page stream segmentation benchmark

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:56.251890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.021341Z digest=sha256:713ce7c74a92f6cc05340de57bb0719c8ba8e4158b02d4e8219e989a31e68e12

Observation 5ffa082a-d131-4d3d-a4e4-be8ec8982a2a · outbound

This paper cites Boyd-Graber, Hal Daum ´e, and Larry S.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Boyd-Graber, Hal Daum ´e, and Larry S

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:56.009282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.102253Z digest=sha256:8cd1c36a671a278e5e787cd6feace812561e66e38d66aeac5e46c25f749266e5

Observation bb54216d-db12-43d7-a6d5-34930d9f209f · outbound

This paper cites Panoptic segmentation.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Panoptic segmentation

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:55.759469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.135381Z digest=sha256:630872839b7a6d66934fb3b71b199e6598ba4c2e4237be7201b9bdf87e6bf3da

Observation 7472ce7e-c280-4d36-a6be-e715bf724d05 · outbound

This paper cites Tab this folder of documents: Page stream seg- mentation of business documents.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Tab this folder of documents: Page stream seg- mentation of business documents

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:55.481475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.189519Z digest=sha256:3cea125ec0ee65ea93263a57193c94341e249da42f88b7d5f7c486918a123dbd

Observation a8e79956-c697-4be5-9108-532e16765116 · outbound

This paper cites The manga whis- perer: Automatically generating transcriptions for comics.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books The manga whis- perer: Automatically generating transcriptions for comics

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:55.265073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.233717Z digest=sha256:c3a0e1ba6e29eaa72ad2f5e8061aac757b62fd5f8a5e11107bef213ff668a691

Observation 9500d417-5e3e-4c9c-bad1-8c5fb7a96d3c · outbound

This paper cites From panels to prose: Generating literary narratives from comics, 2025.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books From panels to prose: Generating literary narratives from comics, 2025

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:55.008605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.295905Z digest=sha256:8a2770b695ce9cec79af68616cceba4d56609449fa446c3fdce344d0d07f09bc

Observation 2f1d49fe-1e91-4d2b-9000-3ec9b48662b1 · outbound

This paper cites Tails tell tales: Chapter-wide manga transcriptions with char- acter names.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Tails tell tales: Chapter-wide manga transcriptions with char- acter names

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:54.836738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.348609Z digest=sha256:57fb61c169eac2168d0825833f80e845e93b0a3c989ebd11a34b08c11e2ea4f9

Observation 46fea71c-4c64-4720-aaba-8efc1c11fe2d · outbound

This paper cites Comix: A comprehensive benchmark for multi-task comic understanding.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Comix: A comprehensive benchmark for multi-task comic understanding

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:54.761454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.406642Z digest=sha256:e00e4ea2248e7ac61eecefbdfbbd3b32ce605a297293ec0eab65b9f8a4aafb5a

Observation 2e490b43-f0b1-47c1-992f-2c3a262ea75a · outbound

This paper cites Comics datasets framework: Mix of comics datasets for de- tection benchmarking.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Comics datasets framework: Mix of comics datasets for de- tection benchmarking

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:54.648486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.458623Z digest=sha256:fb51e1c730ce5526847760798bf29e2a73a0a81a888effaed12bd771836978df

Observation 42d12cc4-c4b3-4574-9d86-a8f622a3ff31 · outbound

This paper cites Multimodal transformer for comics text-cloze.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Multimodal transformer for comics text-cloze

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:54.486664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.522794Z digest=sha256:c4691cfa3cb8484fb31406d75ed3d607938167d9058cf004bbbec5633360ed44

Observation e488f380-7dc1-4767-a13f-70dd08149587 · outbound

This paper cites One missing piece in vision and language: A survey on comics understanding, 2025.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books One missing piece in vision and language: A survey on comics understanding, 2025

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:54.338592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.588103Z digest=sha256:9ba9638f3cda0c88a1af3c55a443b7b769b9ca9718420f74d7aea037bbb570c3

Observation 02572815-ec01-4ab0-b592-b33df7724ae6 · outbound

This paper cites Page stream seg- mentation with convolutional neural nets combining textual and visual features.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Page stream seg- mentation with convolutional neural nets combining textual and visual features

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:54.142589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.640553Z digest=sha256:37b99680f02b10acf760e2b78e6131396a7afcf6b0ad1dfc65472903b60b409b

Observation 6a6bad14-94a1-4d70-927e-e350aa181f59 · outbound

This paper cites Qwen3 em- bedding: Advancing text embedding and reranking through foundation models, 2025.

CoSMo: A Multimodal Transformer for Page Stream Segmentation in Comic Books Qwen3 em- bedding: Advancing text embedding and reranking through foundation models, 2025

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:53.929437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:44:53.700725Z digest=sha256:2070021cda85ee1b235d6d7205dd6261c716a41f69ccf1d43aa1c212e5acfb70

Pith citing papers

No inbound Pith citation observations are available.