Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:25:55.758928Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2507.10958.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:25:55.758928Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 60411a85-5596-49aa-ae5b-b053397c4ef6 · outbound
Reference 1
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 3fbfef41-8af4-4c76-ac95-5abd8dfe723a · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Unresolved cited work
Reference 2
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 2c4b0654-154e-48fc-b79b-a72e108833e6 · outbound
Reference 3
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 460b934d-c642-4099-ad3b-9a134d690a7d · outbound
Reference 4
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 fd9238fb-fc08-4097-9608-bd2235b0b8c9 · outbound
Reference 5
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 991d937c-0a7c-41f5-98c5-c72af6305223 · outbound
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdd05659-3466-44bf-869f-214e51b64adb · outbound
Reference 7
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 1341e058-d511-468a-a9ee-dcdba9cd6adc · outbound
Reference 8
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 34d92d4d-cf08-4a3b-9ca8-0dc74853967c · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models MASON-NLP at eRisk 2023: Deep Learning-Based Detection of Depression Symptoms from Social Media Texts
Reference 9
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 d4cb515e-3312-4bab-a1bb-7ab81969e99e · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Unresolved cited work
Reference 10
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 9ba577ea-f75f-46a0-a6e8-b83071cb9ce3 · outbound
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eaf920e5-5fbd-46b7-8980-b0f72277b05d · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models URL: https://huggingface.co/mental/ mental-roberta-base
Reference 12
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 12f223d5-ca21-480b-88aa-bf057a39d381 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Unresolved cited work
Reference 13
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 46fe7c93-c585-4bf2-9618-003203504da4 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Weizenbaum, ELIZA—a computer program for the study of natural language communication between man and machine, Commun
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 952c1d0a-2ba2-41c5-a2ab-7f1b9e4d4d34 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models PATIENT-{\Psi}: Using Large Language Models to Simulate Patients for Training Mental Health Professionals
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbd2c47e-121f-4840-8966-a96fd1b4d6e5 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d7a7029-4432-41a0-a226-fb78f900ccb6 · outbound
Reference 17
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 35ebd6a2-657b-45bf-a8c9-f1451e965807 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2bfeae9-9ac5-4266-8068-8ab4e8906969 · outbound
Reference 19
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 f8035034-183e-4b72-bc3c-1509edffe8c2 · outbound
Reference 20
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 3fc79d88-12cf-4b15-ab39-36c3e684c987 · outbound
Reference 21
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 31f98e9f-3633-4e08-a749-4dcf3403f376 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Conversational Depression Detection via LLMs
Reference 22
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 b27db3db-c3e7-4074-ac94-e5561908c99c · outbound
Reference 23
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 101d310f-6183-48c1-afe4-8fde2667c26e · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Unresolved cited work
Reference 24
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 38e58837-1a76-4062-8b42-488bd92b4cd7 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Unresolved cited work
Reference 25
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 978e33d3-aa33-4333-bd46-2d4588829f9c · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models This is a strict task rule
Reference 26
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 c82b8c50-2619-4137-85be-8285c6c2f60c · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Avoid projecting or over-interpreting
Reference 27
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 38b42456-d08c-47de-bdb0-46975632fccc · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Unresolved cited work
Reference 28
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 6fc3aa78-2ce7-49d6-883b-cacbbcf44cc7 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Your responses can be detailed and natural, not necessarily short
Reference 29
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 8f303c30-d36c-4b1a-af6d-9ebf2ece3288 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Hi there, how have things been going for you lately?
Reference 30
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 c6aa5532-6e24-418b-82b7-e79cfe691ab1 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Respond thoughtfully to their messages
Reference 31
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 8119ac91-8fdc-4a7c-9685-32fb65ec18ca · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models What kinds of things have you been finding enjoyable recently?
Reference 32
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 3d5ad454-6c40-469d-a964-45edc0b51691 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Do not rapid-fire questions
Reference 33
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 2432a5d5-9821-4bc1-b419-6d0f709a4d5b · outbound
Reference 34
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 6095837f-896d-4415-a4e2-deaae9965062 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I feel discouraged about the future
Reference 35
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 ac9497fc-9e57-4ef8-a91b-f19df39ccfd2 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I feel I have failed more than the average person
Reference 36
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 eb8cda14-958c-4ba5-852d-b0c9c7d2e5da · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I don’t enjoy things the way I used to
Reference 37
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 607cc5e3-77fb-46c5-a30c-ee7da06d2304 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I feel guilty a good part of the time
Reference 38
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 6ffdd67d-f4e4-44b2-aae0-18c086ec7b1f · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I feel I may be punished
Reference 39
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 c6c4c39e-afd7-4a23-b7b4-62d7fb096731 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I am disappointed in myself
Reference 40
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 e1e9c186-1b98-41c3-9488-871a4cf2a4ec · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I am critical of myself for my weaknesses or mistakes
Reference 41
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 df7f0506-46c6-48c5-a3ba-c9f62d140cb9 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I have thoughts of killing myself, but I would not carry them out
Reference 42
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 0b82113a-f452-4879-bce8-f737112c23dc · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I cry more now than I used to
Reference 43
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 3b5f5222-d5ac-4bec-b3ce-1ee896f7160c · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I am slightly more irritated now than usual
Reference 44
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 23c97955-d199-4a0c-81d7-c580e685f30a · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I am less interested in other people than I used to be
Reference 45
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 eda49c7a-c9fd-423c-a240-b7f5a098c6cb · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I put off making decisions more than I used to
Reference 46
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 8604678f-cdbe-4191-86cd-b90e46c4b13e · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I am worried that I am looking old or unattractive
Reference 47
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 64b74b1c-fb3d-4607-a1a2-c68711df126a · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) It takes an extra effort to get started at doing something
Reference 48
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 2ca0973f-cff2-4f81-958f-29bbd3e66dcc · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I don’t sleep as well as I used to
Reference 49
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 19ab5440-e34e-4ffb-86f8-cf89daff5bf1 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I get tired more easily than I used to
Reference 50
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 97b3ba12-e927-4062-beec-ea7c281e6f8b · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) My appetite is not as good as it used to be
Reference 51
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 191399c4-dea4-466d-9ef9-da3e8c13fbf9 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I have lost more than five pounds
Reference 52
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 8e660af3-4646-469c-bbab-65566126cf17 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I am worried about physical problems like aches, pains, upset stomach, or constipation
Reference 53
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 987d4823-b934-4683-80ca-96798a61895e · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models (1) I am less interested in sex than I used to be
Reference 54
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 809e9b5b-dd70-4c42-8ed2-b57da3c232f0 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Unresolved cited work
Reference 55
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 f151c4cd-9a76-4938-8b3a-2e1b3965a106 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Unresolved cited work
Reference 56
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 fc948e5d-5995-4c61-9a91-36a3f9cc4e98 · outbound
DS@GT at eRisk 2025: From prompts to predictions, benchmarking early depression detection with conversational agent based assessments and temporal attention models Unresolved cited work
Reference 57
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 4fecf8b4-a86b-4a0f-8b43-e080d2bba73b · outbound
Reference 58
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.
No inbound Pith citation observations are available.