Paper Citation Record · LEDGER

Therapy as an NLP Task: Psychologists' Comparison of LLMs and Human Peers in CBT

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2409.02244.

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

pith.paper-citation-record.v1
2409.02244 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:53:47.322117Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 26a93335-ecf4-4fb1-b7e7-61f41ecc6e89 · inbound

"Is This Really a Human Peer Supporter?": Misalignments Between Peer Supporters and Experts in LLM-Supported Interactions cites this paper.

"Is This Really a Human Peer Supporter?": Misalignments Between Peer Supporters and Experts in LLM-Supported Interactions Therapy as an NLP Task: Psychologists' Comparison of LLMs and Human Peers in CBT

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-19T10:33:02.572673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 38c98e95-3dac-4d11-8157-b1a43881f60c · inbound

"I Said Things I Needed to Hear Myself": Peer Support as an Emotional, Organisational, and Sociotechnical Practice in Singapore cites this paper.

"I Said Things I Needed to Hear Myself": Peer Support as an Emotional, Organisational, and Sociotechnical Practice in Singapore Therapy as an NLP Task: Psychologists' Comparison of LLMs and Human Peers in CBT

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-19T10:32:14.516968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f59edea9-669d-4bdd-ad77-f69aaf52d9ee · inbound

"I Said Things I Needed to Hear Myself": Peer Support as an Emotional, Organisational, and Sociotechnical Practice in Singapore cites this paper.

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:53:47.322117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4466e78e-4762-4e1f-934f-f1bc51672909 · inbound

Tell Me: An LLM-powered Mental Well-being Assistant with RAG, Synthetic Dialogue Generation, and Agentic Planning cites this paper.

Tell Me: An LLM-powered Mental Well-being Assistant with RAG, Synthetic Dialogue Generation, and Agentic Planning Therapy as an NLP Task: Psychologists' Comparison of LLMs and Human Peers in CBT

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T21:40:36.196430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cc8ba35-a286-4a35-8bd4-8a8779ec82dd · inbound

Intelligent Agents with Emotional Intelligence: Current Trends, Challenges, and Future Prospects cites this paper.

Intelligent Agents with Emotional Intelligence: Current Trends, Challenges, and Future Prospects Therapy as an NLP Task: Psychologists' Comparison of LLMs and Human Peers in CBT

Reference 153

Resolution: verified exact; arxiv_id, observed 2026-05-18T08:12:30.270756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 18c3dce1-cdc8-4827-9307-c8c746993dbc · inbound

"I'm Not Able to Be There for You": Emotional Labour, Responsibility, and AI in Peer Support cites this paper.

"I'm Not Able to Be There for You": Emotional Labour, Responsibility, and AI in Peer Support Therapy as an NLP Task: Psychologists' Comparison of LLMs and Human Peers in CBT

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:30:22.656666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c87e4441-79d7-4ef4-945a-78e3c1331f31 · inbound

What Did They Mean? How LLMs Resolve Ambiguous Social Situations across Perspectives and Roles cites this paper.

What Did They Mean? How LLMs Resolve Ambiguous Social Situations across Perspectives and Roles Therapy as an NLP Task: Psychologists' Comparison of LLMs and Human Peers in CBT

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T00:49:28.334427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.