Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T13:59:54.959025Z
Paper Citation Record · LEDGER
MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer
As of 16 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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.