Paper Citation Record · LEDGER

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer

As of 19 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2501.15826.

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

pith.paper-citation-record.v1
2501.15826 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:59:54.959025Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

28 of 28 outbound references displayed

verified exact0
verified fuzzy23
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d00ecbb-964e-40cb-b340-4716da2c41c2 · outbound

This paper cites Comparing physician and artificial intelligence chatbot responses to patient questions posted to a public social media forum.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Comparing physician and artificial intelligence chatbot responses to patient questions posted to a public social media forum

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.271787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ffbd9779-d998-4a69-b37b-4ab057d23901 · outbound

This paper cites Cognitive reconstruction, hindsight, and reactions to victims and perpetrators.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Cognitive reconstruction, hindsight, and reactions to victims and perpetrators

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.261443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fc79b381-a547-4de1-99b2-97812a4ba17d · outbound

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

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T13:59:54.872546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c215f7e-b927-46f3-b357-a3c925142960 · outbound

This paper cites Exploring the use of large language models for reference-free text quality evaluation: An empirical study.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Exploring the use of large language models for reference-free text quality evaluation: An empirical study

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.250771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2184e872-f25f-4068-89c1-e77afccca111 · outbound

This paper cites SoulChat : Improving llms' empathy, listening, and comfort abilities through fine-tuning with multi-turn empathy conversations.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer SoulChat : Improving llms' empathy, listening, and comfort abilities through fine-tuning with multi-turn empathy conversations

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.239539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7649bda1-b0f6-4d11-9cc4-6e55477e1c23 · outbound

This paper cites Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.228718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 232563cc-11ad-4a2c-ad6d-85e5f7281eab · outbound

This paper cites Tenenbaum, and Igor Mordatch.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Tenenbaum, and Igor Mordatch

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.218767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 39ac8566-4c91-43b5-9eb3-3c3957efb4bc · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.209857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d6df765-f1c8-4380-b1b9-64646345061c · outbound

This paper cites CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T13:59:54.893692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c217bea7-d430-41f3-8fd2-954a72e6c3d1 · outbound

This paper cites Hughes, Charles Lewis, and Katia P.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Hughes, Charles Lewis, and Katia P

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.200115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a3bf5c6d-7c63-40de-984e-559cdb9c2643 · outbound

This paper cites AgentSims: An Open-Source Sandbox for Large Language Model Evaluation.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer AgentSims: An Open-Source Sandbox for Large Language Model Evaluation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T13:59:54.900312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3cd1779-e51a-4f0c-a8e8-b7d622c5976c · outbound

This paper cites Towards emotional support dialog systems.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Towards emotional support dialog systems

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.189734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 355c7c10-6813-45f2-aff4-c1bb4d29c8d8 · outbound

This paper cites CBT-LLM: A Chinese large language model for cognitive behavioral therapy-based mental health question answering.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer CBT-LLM: A Chinese large language model for cognitive behavioral therapy-based mental health question answering

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.180239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0ecb68b3-699a-40d7-9b84-93f2d306bbaf · outbound

This paper cites Tso, and Anitha Kannan.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Tso, and Anitha Kannan

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.169818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ead784e5-ed03-490e-be60-433be1379394 · outbound

This paper cites Control globally, understand locally: A Global-to-Local hierarchical graph network for emotional support conversation.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Control globally, understand locally: A Global-to-Local hierarchical graph network for emotional support conversation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.160744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 052ddc67-2f66-4b8d-850c-a5e5fccea15d · outbound

This paper cites SMILE: single-turn to multi-turn inclusive language expansion via chatgpt for mental health support.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer SMILE: single-turn to multi-turn inclusive language expansion via chatgpt for mental health support

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.148756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation badee18d-629d-4265-b894-297c50a8e6e5 · outbound

This paper cites Miner, David C.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Miner, David C

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.136206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aa33ccc1-4220-48d9-811d-916a820b15d6 · outbound

This paper cites PsyQA : A Chinese dataset for generating long counseling text for mental health support.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer PsyQA : A Chinese dataset for generating long counseling text for mental health support

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.125509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 85e94366-2c4f-4657-b043-1b9c11b44f73 · outbound

This paper cites MISC: A mixed strategy-aware model integrating COMET for emotional support conversation.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer MISC: A mixed strategy-aware model integrating COMET for emotional support conversation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.113844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8aaeaa33-c164-4bf7-871f-c3ae05264570 · outbound

This paper cites Cue-CoT : Chain-of-thought prompting for responding to in-depth dialogue questions with llms.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Cue-CoT : Chain-of-thought prompting for responding to in-depth dialogue questions with llms

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.102758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b12003b-0bc0-405b-9f44-8d308bc60f53 · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.091039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b1e3b40e-6980-4ed6-b2df-3fbb9c0089cb · outbound

This paper cites Humanoid agents: Platform for simulating human-like generative agents.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Humanoid agents: Platform for simulating human-like generative agents

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.076177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 67c2cd4e-d4b6-4480-a27d-4e40439e4cf7 · outbound

This paper cites Large language models are not fair evaluators.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Large language models are not fair evaluators

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.065206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 770f21af-a1c3-42c1-84b0-8ce0f0ed76c7 · outbound

This paper cites HealMe : Harnessing cognitive reframing in large language models for psychotherapy.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer HealMe : Harnessing cognitive reframing in large language models for psychotherapy

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.053684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cfd8c3f5-3b18-43a7-862b-00b39bd91bd7 · outbound

This paper cites Escot: Towards interpretable emotional support dialogue systems.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Escot: Towards interpretable emotional support dialogue systems

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.042688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8123854d-b84b-47ec-b13d-28fe4eac7d70 · outbound

This paper cites Is ChatGPT Equipped with Emotional Dialogue Capabilities?.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Is ChatGPT Equipped with Emotional Dialogue Capabilities?

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T13:59:54.951578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a550f59-29c4-4156-ad1a-d75a23166819 · outbound

This paper cites Augesc: Dialogue augmentation with large language models for emotional support conversation.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Augesc: Dialogue augmentation with large language models for emotional support conversation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:59:55.031149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 011c1e63-1aa3-45ef-a8a7-3ef2613ef1b7 · outbound

This paper cites write newline.

MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer write newline

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T13:59:54.959025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.