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Paper Citation Record · LEDGER

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning

As of 9 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2502.06873.

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

pith.paper-citation-record.v1
2502.06873 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:14:45.416172Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy10
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f1530650-391b-422a-9c01-8fe4a73a59c4 · outbound

This paper cites Robert A DiTomasso, Donna M Martin, and Karel D Kovnat.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning Robert A DiTomasso, Donna M Martin, and Karel D Kovnat

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:14:45.566585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T19:14:45.379659Z digest=sha256:1400b9fe3e382ffed2068805aa4dd3ff3fcf805dbdb0017eb27c1e73fb7c5e82

Observation d6376441-3e73-4f25-b2b3-3126cbff44df · outbound

This paper cites In Findings of the Associa- tion for Computational Linguistics: EMNLP 2023 , pages 5464–5474, Singapore.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning In Findings of the Associa- tion for Computational Linguistics: EMNLP 2023 , pages 5464–5474, Singapore

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:14:45.555843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T19:14:45.383028Z digest=sha256:f358f400599b235bf9d2839bc328c70a1e375e3eede45215b8efbd222fb999e2

Observation cd65fe8c-814d-4f8b-b095-2d8aab4a19a1 · outbound

This paper cites In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 220–247, Sin- gapore.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 220–247, Sin- gapore

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:14:45.545331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T19:14:45.386683Z digest=sha256:698d71289f1918767ccc3bd9107d3340453d1cbab4ec039025195162c2694ad5

Observation 2bada198-40fb-4692-8ce1-e56272b3f6df · outbound

This paper cites In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages 2511–2522, Singapore.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages 2511–2522, Singapore

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:14:45.525544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T19:14:45.394474Z digest=sha256:f6a2d03df5fff31c72b618ecf1612e9ac13f9e06121368e6fdcdb3228c6c96c1

Observation ddd40847-bde8-4724-9cdb-cd921981fe2c · outbound

This paper cites Accessed: 2024-10-08.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning Accessed: 2024-10-08

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:14:45.514913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T19:14:45.397803Z digest=sha256:3bc147da621b4efc28d1e79445cbbe5de11fb330d919733470ce34da039cbcff

Observation 4cf1d673-fe3a-48f6-841a-9db4dd516df1 · outbound

This paper cites In The 2023 Conference on Empirical Methods in Natural Language Processing.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning In The 2023 Conference on Empirical Methods in Natural Language Processing

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:14:45.505082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T19:14:45.401580Z digest=sha256:f276d0c47684487203c30c2557c9683fb3b016ad2ea4bd4b3e976449fe592221

Observation 9eaead1c-1708-4dc5-bdef-b2ab90fbe55d · outbound

This paper cites In Proceedings of the 2023 Con- ference on Empirical Methods in Natural Language Processing, pages 8776–8788, Singapore.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning In Proceedings of the 2023 Con- ference on Empirical Methods in Natural Language Processing, pages 8776–8788, Singapore

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:14:45.494878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T19:14:45.405099Z digest=sha256:4b262e503e12bd7622a577cf2cfc45e61494ecb3fa35c30c24aa18050ecf2238

Observation f733f155-4bdf-4c92-a224-b34acfc51029 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-08T19:14:45.408330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:14:45.408330Z digest=sha256:76b4ac772606c100a0231f5ba165ffe5b6633a1a6dc401940006284aecdccf14

Observation 5c527ee6-12bf-45c0-9116-ae2ec0eb5ffd · outbound

This paper cites In Proceedings of the 2023 Con- ference on Empirical Methods in Natural Language Processing, pages 6056–6077.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning In Proceedings of the 2023 Con- ference on Empirical Methods in Natural Language Processing, pages 6056–6077

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:14:45.484092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T19:14:45.411660Z digest=sha256:5b90474db5c55286561b7c44b511d9bbda5616b396386e9579ffb67883dcaf18

Observation 0924a9c9-b8b3-4797-86dc-266856bd9add · outbound

This paper cites In Proceedings of the ACM on Web Conference 2024 , WWW ’24, page 4489–4500, New York, NY , USA.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning In Proceedings of the ACM on Web Conference 2024 , WWW ’24, page 4489–4500, New York, NY , USA

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:14:45.473558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T19:14:45.416172Z digest=sha256:6e2a2a3a14d3187331117947ec5a210ec53a834f1c636c0b626e9c04990beadf

Observation 62b7dbb5-e814-40bd-8a51-313ec8ee3d70 · outbound

This paper cites Technical report, Slideshare.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning Technical report, Slideshare

Reference 2015

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T19:14:45.535568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T19:14:45.391038Z digest=sha256:263066947d183922b2acd2cb9672a82397edc1702cec565d2a24bebcde551228

Observation 162440cf-a344-4d12-8fda-84bf2c13f021 · outbound

This paper cites GPT-4 Technical Report.

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning GPT-4 Technical Report

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-08T19:14:45.370698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:14:45.370698Z digest=sha256:9b7335d3273befd1664291508e12f4de774024839d5dff284c3ba641d918c4bd

Observation b6927c8b-0849-41d3-8b8a-8ea294f0ee50 · outbound

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

Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning A Computational Framework for Behavioral Assessment of LLM Therapists

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-08T19:14:45.375892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:14:45.375892Z digest=sha256:442e9626e0905ab31b85c157129ea2d40e09ec363445d2d27e1cabc252e19ded

Pith citing papers

No inbound Pith citation observations are available.