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Paper Citation Record · LEDGER

TalkDep: Clinically Grounded LLM Personas for Conversation-Centric Depression Screening

As of 23 August 2026, this Paper Citation Record lists 1 of 1 outbound references and 0 inbound Pith citation observations for arXiv:2508.04248.

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

pith.paper-citation-record.v1
2508.04248 v1

Coverage vector

measured 1 of 1 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:47:02.369165Z

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

1 of 1 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fdd5623b-5bab-4920-bb5a-8cf9ff7bec8c · outbound

This paper cites How multilingual is Multilingual BERT?.

TalkDep: Clinically Grounded LLM Personas for Conversation-Centric Depression Screening How multilingual is Multilingual BERT?

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T00:47:02.369165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:47:02.369165Z digest=sha256:2bb9179294eb87e72ac6187ed80636bdf37e959e2576152410a2adc47aa5ecf1

Pith citing papers

No inbound Pith citation observations are available.