Paper Citation Record · LEDGER

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models

As of 16 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2412.02987.

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

pith.paper-citation-record.v1
2412.02987 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:58:12.770425Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-09T22:32:10.343501Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T22:34:06.830558Z

Reference resolution

42 of 42 outbound references displayed

verified exact4
verified fuzzy5
unresolved32
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac61060d-a3ac-464c-af76-479e28df5a16 · outbound

This paper cites online" 'onlinestring :=.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T22:58:12.463514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40e27a66-a53a-49c1-8fa6-97f1d9ec7b0d · outbound

This paper cites write newline.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T22:58:12.471482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b648270f-e4db-4912-b254-37fc5c1a818d · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.937306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6c9a4758-3a07-43e2-8a09-8d45bb2729e0 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.911218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c06f8d0c-a7b4-4207-9334-e5d6df00524c · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.891746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8be2cb5b-39b8-4ece-bccf-944b2a20e038 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.872462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1d7521be-6c42-4971-8318-5fada358fb55 · outbound

This paper cites LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T22:58:12.511965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c54d548b-2a00-4f30-94b6-0de4890581d6 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.835403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2444620f-6b7a-4bee-815c-53b73d88f40a · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.816077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5cb3a7c9-8428-41a0-a336-7268a6b25671 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.791614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa38f640-83f4-4582-b2a1-8f6bb06cc9d3 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T22:58:12.545116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a09e90e0-c42d-4593-b0d9-49358d3abbb6 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.753408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cd48b4bd-42ca-4db8-ade7-ba7772f8c741 · outbound

This paper cites Farr, James J.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Farr, James J

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T22:58:12.563965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0097a330-31e4-4e11-9ff9-688ebe5091a0 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T22:58:12.574373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d543623-4152-4827-ba82-40a54534f06b · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.726676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3756dfa9-d1f1-4102-8ac3-e02fcebadbb6 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 16

Resolution: malformed identifier; no resolver link, observed 2026-08-11T22:58:12.589094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bdce7ed-e987-429f-8584-3d9133104ec3 · outbound

This paper cites Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T22:58:12.597291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76b20676-8920-4ac5-90c4-397ba57ee9a2 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.703004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9b00581b-59bd-4a54-9d3b-064e3f4e4f40 · outbound

This paper cites Cardinal, Angus Roberts, Robert J Stewart, and Sumithra Velupillai.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Cardinal, Angus Roberts, Robert J Stewart, and Sumithra Velupillai

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:58:13.677713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 254e99c1-6510-41a2-ab52-5a61b25fa3a2 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.644202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cb4088ce-39c1-4236-b8cc-c1d1d0dd294f · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.620777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 23aba785-6576-4581-a907-6ddd7912dfa4 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:58:13.596063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 13b7b10c-c31b-4f18-8b9e-7dad8fe2450e · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.568510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 42593000-24be-4ec0-8781-9b92408ff443 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.543599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b66ef600-26e1-4a85-9ea7-0c4d4958f7bc · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.509130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f39f71b2-0ae9-4997-af7e-6f639a0fd301 · outbound

This paper cites Training language models to follow instructions with human feedback.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Training language models to follow instructions with human feedback

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T22:58:12.667069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8046052-0e69-472a-b580-360099e511b5 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-11T22:58:12.902853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c32452e2-762d-4187-b298-4861510f3c63 · outbound

This paper cites Improving language understanding by generative pre-training.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Improving language understanding by generative pre-training

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:58:13.484975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3ac24241-8e85-4a3a-bbb2-53eb3968d016 · outbound

This paper cites Shapiro and M.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Shapiro and M

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:58:13.455496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cc2b10ad-db3c-4892-91c2-9439b7a5d774 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.426742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5c12fb8e-e3a4-43af-a47b-12c2eb7c31af · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T22:58:12.695714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 404a9e81-4f52-445c-b45a-c01104b590b4 · outbound

This paper cites Swift, Jennifer L.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Swift, Jennifer L

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:58:13.405098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 46e47e69-689a-4f8a-bc18-d644f8d592c9 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-11T22:58:12.877064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d49a7b90-3bb8-4be5-8975-85c5a41db529 · outbound

This paper cites Thompson and David Harper.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Thompson and David Harper

Reference 34

Resolution: verified exact; doi, observed 2026-08-11T22:58:12.848653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3edd0903-8b9b-4c4e-83f8-a67da1885a1d · outbound

This paper cites Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T22:58:12.722636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d03d542-62a8-41e0-acac-fc0151d031f3 · outbound

This paper cites Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:58:13.016682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6cc2c745-6d01-4eba-be8d-a71884d80c4e · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.367118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e60da35c-ee00-49bd-884b-8ae1f68bb81d · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.336291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ab0dcad3-59dd-4462-b6c9-a2f6b5d81210 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.308841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 15f17f55-e10c-45ad-a833-ca64da0c4c80 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.272836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 96f05d45-bffd-475a-9a09-1910af448493 · outbound

This paper cites Dey, and Dakuo Wang.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Dey, and Dakuo Wang

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T22:58:12.759256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa2fc80-65ed-4755-8977-add057ec86d9 · outbound

This paper cites an unresolved cited work.

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:58:13.241572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation 054e9f0b-6e70-42cf-93b2-e70f2841b23e · inbound

CARE: Counselor-Aligned Response Engine for Online Mental-Health Support cites this paper.

CARE: Counselor-Aligned Response Engine for Online Mental-Health Support Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:34:06.832134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.