Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:09:21.502569Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2504.13643.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:09:21.502569Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-18T15:19:41.337259Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-18T15:21:32.850226Z
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 78fe8d7c-f877-4944-92a3-a9f625b84583 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d5d9cb9-d9fa-4db8-91cd-70c149a582fa · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62e284e2-a306-4709-a3a4-0a1960d48c9b · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning From Persona to Personalization: A Survey on Role-Playing Language Agents
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43d6746c-f571-48be-9815-27b51edc7db0 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning The Oscars of AI Theater: A Survey on Role-Playing with Language Models
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b8fbec6-aaaf-47c9-9cd5-96ca6cef6aaa · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1996acd7-61dd-4b47-82d6-b9bba5c71e55 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ed0372c8-71ed-4b0d-9290-51bd5be89ecc · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Le, and Lizi Liao
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 17d09f58-2aa3-4d85-a0a6-ed3c4aeefa8d · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b10a98dd-1734-43d0-b909-5340e8e7b154 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3967e376-51ce-47db-9c84-e8bc8b95d165 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Diffusion Models Beat GANs on Image Synthesis
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 965e2ded-bb54-4e81-bb28-dd89a3721ca0 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 166506f5-c1f3-4d24-a1b8-e4961b5c8210 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9160b9c-096b-4f2b-b735-9fa71c7a27b2 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de0550b7-c47e-451d-bc50-143967016920 · outbound
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d46621f9-79e0-49d8-a748-fa0fe4b3a3a6 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8cf32942-221a-486f-beb2-9a351ef31cb5 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning World Models
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14b2e2af-85f6-492d-b04a-ce178ae0ce06 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d3cfbf2c-a819-4912-a817-4c2e5a620a7f · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation deb33ea5-b9be-446c-a739-abff7d449c3e · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Planning Like Human: A Dual-process Framework for Dialogue Planning
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e635c38-532e-4f9a-b4cd-f3dd91eccc19 · outbound
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ff63b623-855f-428e-a94d-e0848033c5ed · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Denoising Diffusion Probabilistic Models
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64225eff-e7a7-4976-bd72-3aaa116d36bf · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ce526d19-cbb2-4b73-90a3-e5ce535322fb · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Li, Hasan Hammoud, Hani Itani, Dmitrii Khizbullin, and Bernard Ghanem
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 163c4717-bc2b-4362-a985-d889bfba0518 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7392a623-9a74-4a00-bacd-3de92a36f94b · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6d450bfa-f34c-4363-810e-e8f91cae75a9 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 41e18137-6ec7-493b-9c43-ff062f3db268 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 32f3a1db-1b14-4b1d-98f4-4fa5f6f61097 · outbound
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 87f8e0ab-ff0e-4cd1-ab4f-7b41facac3cf · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af87a683-b3f2-4730-ba54-7f6f8dd5078d · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf7ee7e2-7301-406c-a31c-c683c012544d · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ceef95c2-39b8-4643-afb5-479735ddca30 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bd946769-1e81-498e-bf5a-9d4781011839 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83908ea4-68f7-4102-b07d-84b19aa234d7 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Scott and Reginald A
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cd58470b-7f4a-4b12-ab18-a932c0740a10 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 765fbf45-d31b-42f3-8022-e53054456e9f · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 99ead660-588b-47c3-964d-8ae9f7622654 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Sutton, David A
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7b99a1c1-745e-492e-8ad5-a165a5b5eb29 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f892119d-0916-4e5e-b0df-d8d866d8f5a3 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc16cca3-c4d1-4975-8500-24487c0c8625 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Denoising Diffusion Implicit Models
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 207891fe-b9ae-4f27-a06c-3700f0546aa3 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 469c949b-4aa8-48a9-bbe2-7a965934139f · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20d08ee4-8b18-4275-957c-0db6cfed2d83 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 94989ca7-1382-4227-8c84-08e0cef2d8ed · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 81e3cab8-9b05-4fd2-a594-d1e6872e8822 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ed116921-4bf0-40e6-90ea-bdfe66123e1f · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e66119af-5728-4c1c-8f7d-d0635c014d30 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation adc667b4-1c90-4973-a2a8-da1df6426713 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93cd3669-ecea-4252-904c-413f2c402e14 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 746325a4-5043-4cb5-994c-eed212770197 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19aafaca-6799-4943-a73e-4379fa416b17 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f1a266e6-9d6f-4b64-b4b8-85767da3e14e · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b0a21d30-acd1-4332-93e5-585a9e3803b8 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcf902fb-d9f0-4816-986a-f42b650d0bf1 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f819409b-751c-4cf3-b646-933a0e228d88 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Is ChatGPT Equipped with Emotional Dialogue Capabilities?
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 123c8131-2fad-4369-989b-2a1f899115cb · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Model-Based Reinforcement Learning for Atari
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a6d68e1-1262-459f-98ea-c05b60878705 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e8ff576-f692-4345-86b5-c47a5cc6ac47 · outbound
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning https://arxiv.org/pdf/2411.14499
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16d79b56-b573-4151-9374-1b9d5cea3f97 · inbound
PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.