Paper Citation Record · LEDGER

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment

As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2607.25679.

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

pith.paper-citation-record.v1
2607.25679 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T01:52:09.227646Z

measured 36 of 36 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

36 of 36 outbound references displayed

verified exact2
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier3
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 296c8338-fd90-4bcc-9e75-468380544b18 · outbound

This paper cites Antony, Peter J.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Antony, Peter J

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.084498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdefc49b-224d-4744-8d83-60faf029a4a3 · outbound

This paper cites An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.089315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eab3b7d-443f-4ae7-90df-e13fb02ba670 · outbound

This paper cites Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.094135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ff5162c-d4ee-4761-ba8a-0c134c630c23 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.098251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d39664a8-aa54-47b3-8646-53de3a328a6e · outbound

This paper cites Depression Scale Recognition from Audio, Visual and Text Analysis.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Depression Scale Recognition from Audio, Visual and Text Analysis

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-01T01:56:15.938052Z

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.

Observation 2350a072-9987-4e5f-b9b6-5517e34d98d8 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.107495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0684bf-2cd8-4c23-9105-c198d6137087 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.112173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 205204ed-6eee-4d97-a1a2-2ba5f851cfc2 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.116155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76a3220-c361-4652-8e4e-f89dd4e2b81a · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.120071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c26a8f13-4d94-4e4a-a8bf-c5b12fa9909a · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.123932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8237ea3d-2309-4ba0-8c7a-03da9638f3ee · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.127790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7013a77c-a5cf-4c34-a95c-17ecbf9f6af0 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-01T01:52:09.131460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abaac0f9-1517-41c8-9530-327ee857af75 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.135299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd16b7f8-1b7e-4665-91dc-4b69b0cea687 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.143398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb1dd2fb-c4a0-4ac8-9530-dda659e1dd53 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.147176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 680268bf-0814-46de-9f32-4370408659e1 · outbound

This paper cites GPT-4 Technical Report.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment GPT-4 Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.150949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ed8ce18-3983-427a-b728-918de96d2754 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.155131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aff5b2d-bdfe-4ccd-a66d-88c70fe660fb · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.159148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d59a2175-c581-477c-93ee-c1642ec8784f · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.163403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddbd49a3-6fd8-4341-b95d-9683314ed89d · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-01T01:52:09.172335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 420535aa-4330-4419-bd69-c068cc084240 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.176659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bda403e-9fa5-43a8-8428-b24cc6ffc709 · outbound

This paper cites Stepanov, Stéphane Lathuilière, Shammur Absar Chowdhury, Arindam Ghosh, Radu-Laurentiu Vieriu, Nicu Sebe, and Giuseppe Riccardi.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Stepanov, Stéphane Lathuilière, Shammur Absar Chowdhury, Arindam Ghosh, Radu-Laurentiu Vieriu, Nicu Sebe, and Giuseppe Riccardi

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.181045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f479549f-1239-4e53-a57f-e723a35192b8 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.185006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b02f37a5-1dfa-44f6-9c4c-68c27b1d03ff · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.188819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 396fb080-93cd-4d19-858b-5d65916d01df · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.192789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c86ebacf-b010-4277-8f11-7638f95f8bfe · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-01T01:56:15.710336Z

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.

Observation a627768e-e501-44c0-bf69-62bc8d2d54f6 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 27

Resolution: malformed identifier; no resolver link, observed 2026-08-01T01:52:09.200891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f4eace1-6fd6-40f8-89ea-9ebe85e0c717 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.204933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a66127f1-775a-4a4d-8cd1-fc3cb0896233 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.208650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ce51cfd-0e34-4165-b1e4-be32324626b4 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.212326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4602877a-aa96-4047-8ac9-c43e26d505fb · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.216366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 940a7d85-723d-40bf-9650-75e431bde426 · outbound

This paper cites Zico Kolter, Louis-Philippe Morency, and Ruslan Salakhutdinov.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Zico Kolter, Louis-Philippe Morency, and Ruslan Salakhutdinov

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.219950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bb13bc5-1aec-4a64-975a-9d5f4ec1b8f7 · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.223774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff039c79-1a44-43c5-afa1-c49c664ae11e · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.227646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b30ad92f-243c-48ac-9bc3-26a7bb6dd7a3 · outbound

This paper cites The Verbal and Non Verbal Signals of Depression -- Combining Acoustics, Text and Visuals for Estimating Depression Level.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment The Verbal and Non Verbal Signals of Depression -- Combining Acoustics, Text and Visuals for Estimating Depression Level

Reference 2019

Resolution: metadata mismatch; local_arxiv, observed 2026-08-01T01:56:15.842724Z

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.

Observation 0dd86b33-6cd1-43b3-bf39-46dfeb55192e · outbound

This paper cites an unresolved cited work.

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment Unresolved cited work

Reference 2256

Resolution: unresolved; no resolver link, observed 2026-08-01T01:52:09.139176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.