Paper Citation Record · LEDGER

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling

As of 17 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2501.09426.

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

pith.paper-citation-record.v1
2501.09426 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:07:43.470665Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T02:57:37.873567Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T02:57:38.577478Z

Reference resolution

20 of 20 outbound references displayed

verified exact2
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e5c4ebcf-2440-429f-b21a-cd20c2eae1c1 · outbound

This paper cites URL: " 'urlintro :=.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:07:43.377926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11cec30e-6f0c-4308-b522-146a3d9d6baf · outbound

This paper cites write newline.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T20:07:43.383525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6280d09f-1501-447d-aa66-7cadf19e118e · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:07:43.388912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0a83842-55a7-45f6-b813-44c314300dee · outbound

This paper cites Qwen Technical Report.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Qwen Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T20:07:43.393695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a447fe25-a0f4-497b-b746-ebb5124e8bb5 · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:07:43.858020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7eee9616-022c-41f1-af1d-1565903c4f4e · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:07:43.842374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 67f55728-523c-4279-a30f-21a10faf6f20 · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:07:43.826855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fdd6748f-5f83-4a74-9f68-da5202255b30 · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:07:43.692534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bdc98c4a-d0d7-4d99-beea-b760bc0f840a · outbound

This paper cites A Computational Framework for Behavioral Assessment of LLM Therapists.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling A Computational Framework for Behavioral Assessment of LLM Therapists

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T20:07:43.420277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2a7776b-2aca-446d-a447-7f67195c7b40 · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T20:07:43.425510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a6cd1f9-a1fb-403d-820f-eabc8797dc30 · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T20:07:43.430329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b060df68-1036-464d-bb6f-60321b0f7791 · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:07:43.655309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1d592be0-375b-42db-a8df-9c24557f6501 · outbound

This paper cites COCOA: CBT-based Conversational Counseling Agent using Memory Specialized in Cognitive Distortions and Dynamic Prompt.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling COCOA: CBT-based Conversational Counseling Agent using Memory Specialized in Cognitive Distortions and Dynamic Prompt

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:07:43.581820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 294f90b3-a1a7-46e4-bfd1-6208383f1a1e · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:07:43.641248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7adf18e0-5169-4bdd-ba58-2ee9a7ba5a20 · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:07:43.626514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ce713764-6cb3-4722-af66-8d4638b66a3a · outbound

This paper cites Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai, Clare Mansfield, Osman Ramadan, Stefan Ultes, Michael Crawford, and Milica Ga s i \'c.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai, Clare Mansfield, Osman Ramadan, Stefan Ultes, Michael Crawford, and Milica Ga s i \'c

Reference 16

Resolution: verified exact; doi, observed 2026-08-10T20:07:43.536113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c498d408-ee7b-4d9b-930d-2545ad51e569 · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:07:43.457355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6139e13c-fe9c-4dd2-8446-f55625046a8b · outbound

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

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling LLaMA: Open and Efficient Foundation Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:07:43.461727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc23ba1a-7364-4114-ac50-a6002226571e · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:07:43.466130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb4591c6-33cf-44d4-8788-20b9535a9143 · outbound

This paper cites an unresolved cited work.

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:07:43.470665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a63f0492-c283-4d31-ac0e-75cca7f701bb · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling

Reference 163

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:57:38.579042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.