Paper Citation Record · LEDGER

PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2412.13660.

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

pith.paper-citation-record.v1
2412.13660 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:15:52.508143Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-04T23:43:37.903413Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c20517c4-aebf-4450-9ba6-0fd46ce0fd35 · inbound

RHealthTwin: Towards Responsible and Multimodal Digital Twins for Personalized Well-being cites this paper.

RHealthTwin: Towards Responsible and Multimodal Digital Twins for Personalized Well-being PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T05:15:52.508143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b14bc80a-4854-45c4-b37c-4add28eafb27 · inbound

EmoStage: A Framework for Accurate Empathetic Response Generation via Perspective-Taking and Phase Recognition cites this paper.

EmoStage: A Framework for Accurate Empathetic Response Generation via Perspective-Taking and Phase Recognition PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:10.664657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e52b9be-d314-4e86-82ba-3ebb08c0141b · inbound

Enhancing User Engagement in Socially-Driven Dialogue through Interactive LLM Alignments cites this paper.

Enhancing User Engagement in Socially-Driven Dialogue through Interactive LLM Alignments PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T22:30:15.785736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 542d0a9d-62a8-4cd5-ab27-f1c32f3c4bae · inbound

PsyLite Technical Report cites this paper.

PsyLite Technical Report PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:28:17.517317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9556cc99-b747-4b56-a706-431ca992d814 · inbound

Toward Real-World Chinese Psychological Support Dialogues: CPsDD Dataset and a Co-Evolving Multi-Agent System cites this paper.

Toward Real-World Chinese Psychological Support Dialogues: CPsDD Dataset and a Co-Evolving Multi-Agent System PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:43:22.933442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ca69084-f692-4dda-a5f5-a1be876cfc02 · inbound

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation cites this paper.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-04T23:43:38.115701Z

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.