Paper Citation Record · LEDGER

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge

As of 8 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2505.22863.

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

pith.paper-citation-record.v1
2505.22863 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:03:54.109503Z

measured 48 of 48 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

48 of 48 outbound references displayed

verified exact3
verified fuzzy13
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fa293509-5c0c-4135-85ec-3beaaaadf4d1 · outbound

This paper cites PsychoLex: Unveiling the Psychological Mind of Large Language Models.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge PsychoLex: Unveiling the Psychological Mind of Large Language Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:03:54.975962Z

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 b7e4fe77-6c38-43fc-9136-1b32fa752022 · outbound

This paper cites and Khodaei, N.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge and Khodaei, N

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:59.651202Z

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 969723ed-eac8-4699-b4a3-d67d8c2cc5e9 · outbound

This paper cites M., Cambria, E., and Schuller, B.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge M., Cambria, E., and Schuller, B

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:50.697349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28bcac1e-ca5a-42bc-894f-f790f4ade436 · outbound

This paper cites S., Riza, B.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge S., Riza, B

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:59.532943Z

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 512e514c-1527-4ca3-879e-c4282c11e95c · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:59.388530Z

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 748cad44-6795-4085-b1e5-1654be221805 · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:59.269389Z

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 8dc58f5b-016f-4ccd-ac59-5fc4f71ead68 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:50.966741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8e65abf-9773-429c-ac5c-ad3cba0b5790 · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:59.130824Z

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 1b0c155a-22ce-4b5e-9fa8-34602bec0b4c · outbound

This paper cites gold standard.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge gold standard

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:59.035118Z

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 8a5333ab-7a84-41c4-9688-ed0892359f39 · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:58.955643Z

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 59b02d27-153e-47a1-b341-e5c4272c4454 · outbound

This paper cites T., et al.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge T., et al

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:58.802704Z

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 a53ea873-2bea-41d0-ace4-6c730cb5a23a · outbound

This paper cites J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., et al.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., et al

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:58.681216Z

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 9e9824b7-f118-49bd-a465-7891080e00eb · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:58.581839Z

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 b8bb356c-7d66-411c-b012-ca860077d02b · outbound

This paper cites (2022 a ).

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge (2022 a )

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:58.427857Z

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 13cf85af-d04d-4cff-9d09-3a1324c502f7 · outbound

This paper cites T., et al.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge T., et al

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:58.298278Z

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 462211a0-af46-4ad9-a51c-815f88283478 · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:51.701341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 506dfd51-7681-485e-9133-3eb47310d523 · outbound

This paper cites Neuroplasticity in Artificial Intelligence -- An Overview and Inspirations on Drop In & Out Learning.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Neuroplasticity in Artificial Intelligence -- An Overview and Inspirations on Drop In & Out Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:51.742372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1adf178-6b26-44e3-bbc0-17d5bf9ec8a1 · outbound

This paper cites DeepSeek-V3 Technical Report.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge DeepSeek-V3 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:51.815079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8b8d668-eb96-4a2f-a728-114976858cf3 · outbound

This paper cites (2024 b ).

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge (2024 b )

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:58.190265Z

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 08a452d1-1bb1-43aa-838e-f6a2a03c85bf · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:51.979912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc555f4b-3ba7-44cf-88ae-6490d68a7f06 · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:58.074753Z

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 d42112bb-86c8-4761-af17-bfd2c653654b · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:57.896199Z

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 d299e7ab-9380-4455-b11a-bce218be0eed · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:57.713189Z

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 dcd763d4-c122-4e1d-a123-0e60bcdddedc · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:57.606335Z

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 650b9b77-802b-467e-9c98-917e7acefe81 · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:57.445463Z

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 987e2246-ea18-4d7d-b793-f82b40c1e3ab · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:57.237473Z

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 d849747a-d6e2-4aed-9de1-dcb3a0a4cbee · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:57.088841Z

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 31f451d4-4260-4d43-8ac6-f53a4752ff25 · outbound

This paper cites W., Xu, T., Brockman, G., McLeavey, C., and Sutskever, I.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge W., Xu, T., Brockman, G., McLeavey, C., and Sutskever, I

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:56.941983Z

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 83af0cb8-0479-446d-8c45-61499518af2a · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:56.759823Z

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 12d37095-9315-42c9-a526-6e8e0080e779 · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:52.751575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4aab4f4-6208-4543-9519-c37eeac61266 · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:56.619184Z

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 75c30f80-907a-474b-b49c-8bf781fa5a01 · outbound

This paper cites M., and Durairaj, T.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge M., and Durairaj, T

Reference 32

Resolution: verified exact; doi, observed 2026-08-07T13:03:54.353922Z

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 db350859-bb88-42fa-8ce8-5648c6844efd · outbound

This paper cites H., Rahimi, F., et al.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge H., Rahimi, F., et al

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:56.425830Z

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 60ef3a3f-e19c-4e7a-b555-77f8b211227a · outbound

This paper cites N., and Eklund, P.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge N., and Eklund, P

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:56.271581Z

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 c411ac0a-aacc-4be9-af58-49641f31dbde · outbound

This paper cites Affective Computing Has Changed: The Foundation Model Disruption.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Affective Computing Has Changed: The Foundation Model Disruption

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:53.108396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffd0aeb2-5cba-488b-a4ca-d0f8b7558f37 · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:56.037710Z

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 5952c58f-5059-4a8d-9d6e-03ac9cad9706 · outbound

This paper cites R., et al.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge R., et al

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:55.912364Z

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 14265121-38ad-4d3d-bd97-ba826db32518 · outbound

This paper cites SALMONN: Towards Generic Hearing Abilities for Large Language Models.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge SALMONN: Towards Generic Hearing Abilities for Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:53.372282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ab6fa70-a1fb-4bdf-bd7d-cb33722599c9 · outbound

This paper cites Depression Detection and Analysis using Large Language Models on Textual and Audio-Visual Modalities.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Depression Detection and Analysis using Large Language Models on Textual and Audio-Visual Modalities

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:03:54.525069Z

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 7f2d756f-849f-47cd-8ad8-adc05c88c31b · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge LLaMA: Open and Efficient Foundation Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:53.516075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3fbf7c3-f36d-47d2-bc15-71335266b2ff · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:55.671277Z

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 100157bf-da0e-4c8e-85c9-e19a610d7664 · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:55.539742Z

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 ec4f49b0-1b9a-47ac-8e95-8b83dbbca310 · outbound

This paper cites F., Vivas, R.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge F., Vivas, R

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:55.383963Z

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 dc1ed487-5a1c-4802-a8e3-913c9bbf1a38 · outbound

This paper cites an unresolved cited work.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:55.165539Z

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 809e3368-d806-462f-a530-5c692e05f360 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge , " * write output.state after.block = add.period write newline

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:53.853294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4d0846b-addc-487f-a679-b213764d8e65 · outbound

This paper cites write newline.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge write newline

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:53.936152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fd2750e-a647-4008-bd4a-a9f024cb2396 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge , " * write output.state after.block = add.period write newline

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:54.009800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7413fd44-daca-4010-8b0b-e478e62f11f1 · outbound

This paper cites write newline.

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge write newline

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:54.109503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.