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Paper Citation Record · LEDGER

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning

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.

pith.paper-citation-record.v1
2504.13643 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:09:21.502569Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T15:19:41.337259Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T15:21:32.850226Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact4
  • verified fuzzy5
  • unresolved48
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78fe8d7c-f877-4944-92a3-a9f625b84583 · outbound

This paper cites A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.259336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.259336Z digest=sha256:db33d50832b6ce5c0166c401414b4d37f12b60b2bab5d5edb96a9b8c88ac6cb4

Observation 3d5d9cb9-d9fa-4db8-91cd-70c149a582fa · outbound

This paper cites A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.263902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.263902Z digest=sha256:7fdadf26d8c8562124c33f41ef1be0415b1973fec3351d3e151bc1f5bc4c4669

Observation 62e284e2-a306-4709-a3a4-0a1960d48c9b · outbound

This paper cites From Persona to Personalization: A Survey on Role-Playing Language Agents.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.267883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.267883Z digest=sha256:d6dcf9ec95b0f2ae04bac6837cb4272d2a7bc5cfc49870225b206db4c718222f

Observation 43d6746c-f571-48be-9815-27b51edc7db0 · outbound

This paper cites The Oscars of AI Theater: A Survey on Role-Playing with Language Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.272014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.272014Z digest=sha256:f602c17582377a640c33d5755b2d6323cd66bc45f347cc4a97af9eeab9ea5271

Observation 0b8fbec6-aaaf-47c9-9cd5-96ca6cef6aaa · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 5

Resolution
malformed identifier
no resolver link, observed 2026-08-16T12:09:21.276360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.276360Z digest=sha256:a4640a8be192db9ffda9da793f0b0b2bc86f152ce01458814d869396b5596402

Observation 1996acd7-61dd-4b47-82d6-b9bba5c71e55 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.432536Z

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.

source=pdf_text observed=2026-08-16T12:09:21.281008Z digest=sha256:3ce9d4f9bde53522816393ce8f4db0c3c946fb07e8ba2301ed95842ff3788da6

Observation ed0372c8-71ed-4b0d-9290-51bd5be89ecc · outbound

This paper cites Le, and Lizi Liao.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Le, and Lizi Liao

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:09:22.419647Z

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.

source=pdf_text observed=2026-08-16T12:09:21.285055Z digest=sha256:67d9b2061cb32efd206af6b548bd42d0a236b0dcd2a92162f8de2c681f4330e5

Observation 17d09f58-2aa3-4d85-a0a6-ed3c4aeefa8d · outbound

This paper cites Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration.

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

Resolution
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no resolver link, observed 2026-08-16T12:09:21.288981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.288981Z digest=sha256:487eeb47e6a3841f2e25b8d8c2151660e159813cecca0380131e2c56d3f4fe0e

Observation b10a98dd-1734-43d0-b909-5340e8e7b154 · outbound

This paper cites Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents.

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

Resolution
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no resolver link, observed 2026-08-16T12:09:21.292673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.292673Z digest=sha256:e517644e844975be579fac7a5476cd5d09f42758bddd3d7564f2ec9ab957f11d

Observation 3967e376-51ce-47db-9c84-e8bc8b95d165 · outbound

This paper cites Diffusion Models Beat GANs on Image Synthesis.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Diffusion Models Beat GANs on Image Synthesis

Reference 10

Resolution
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no resolver link, observed 2026-08-16T12:09:21.296929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.296929Z digest=sha256:5cd10a6f461411c43f89c76cdf08137686ff6c14bcd10846101f8af2d16a0315

Observation 965e2ded-bb54-4e81-bb28-dd89a3721ca0 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 11

Resolution
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raw_fallback, observed 2026-08-16T12:09:22.408995Z

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.

source=pdf_text observed=2026-08-16T12:09:21.301227Z digest=sha256:de1326bfcdc30fe6806c19fe00ab7e9ac72570f2b0b13a9c27d3abbbe021ae5e

Observation 166506f5-c1f3-4d24-a1b8-e4961b5c8210 · outbound

This paper cites Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.313161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.313161Z digest=sha256:dfc70d24dc443763961cfb538330b5134dc3ad22ccd429d8f6bf2a74f7cb332c

Observation a9160b9c-096b-4f2b-b735-9fa71c7a27b2 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 14

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unresolved
no resolver link, observed 2026-08-16T12:09:21.317564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.317564Z digest=sha256:78fca965c7fe0f5bf343e5a4462a4e126de6daf54aff7562a266f249d04d73cd

Observation de0550b7-c47e-451d-bc50-143967016920 · outbound

This paper cites Goldberg.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Goldberg

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.322289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.322289Z digest=sha256:6591985ac33d99246180009e0e308b40b43bc654fba4bb9fdd8ae7f222e193d0

Observation d46621f9-79e0-49d8-a748-fa0fe4b3a3a6 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.397894Z

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.

source=pdf_text observed=2026-08-16T12:09:21.326427Z digest=sha256:a0972592cdb4b7914ac988a2266c4c504e2868358ce33d4d91fe7bee1ffc2b6a

Observation 8cf32942-221a-486f-beb2-9a351ef31cb5 · outbound

This paper cites World Models.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning World Models

Reference 17

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no resolver link, observed 2026-08-16T12:09:21.329895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.329895Z digest=sha256:b951bf27ad959b799143f49560a21c3a093089c551bdba6605f210732284c691

Observation 14b2e2af-85f6-492d-b04a-ce178ae0ce06 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.387462Z

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.

source=pdf_text observed=2026-08-16T12:09:21.335079Z digest=sha256:1f52a68d8f889eafd920afc59590cc95a0e340d90d4ce829e0e9c55d203762ce

Observation d3cfbf2c-a819-4912-a817-4c2e5a620a7f · outbound

This paper cites Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues.

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

Resolution
verified exact
local_arxiv, observed 2026-08-16T12:09:21.900870Z

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.

source=pdf_text observed=2026-08-16T12:09:21.342674Z digest=sha256:4d25bde6ff5e0c336cb025c07b08ffa9abfa63126a464c2d6a6ebf80ae2cc2d9

Observation deb33ea5-b9be-446c-a739-abff7d449c3e · outbound

This paper cites Planning Like Human: A Dual-process Framework for Dialogue Planning.

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

Resolution
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no resolver link, observed 2026-08-16T12:09:21.338811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.338811Z digest=sha256:1a41e794ccadc017b976f894e29d64b4bb0bea5e1c4496abbc5a2eb3a6d37f6c

Observation 9e635c38-532e-4f9a-b4cd-f3dd91eccc19 · outbound

This paper cites Campbell, K.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Campbell, K

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:09:22.377222Z

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.

source=pdf_text observed=2026-08-16T12:09:21.351517Z digest=sha256:658c11443f3903ffd1089157c877026f2884ba8226d0817a20170e13d5010b07

Observation ff63b623-855f-428e-a94d-e0848033c5ed · outbound

This paper cites Denoising Diffusion Probabilistic Models.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Denoising Diffusion Probabilistic Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.346487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.346487Z digest=sha256:d758bccc73316ccf0d6dd9320d2477a6bc24dca141fdc35bf12c3985b36b4a22

Observation 64225eff-e7a7-4976-bd72-3aaa116d36bf · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 23

Resolution
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raw_fallback, observed 2026-08-16T12:09:22.365723Z

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.

source=pdf_text observed=2026-08-16T12:09:21.363662Z digest=sha256:207ee9b71581b5f44924ee13333ab7a034c455ee4c878dcada2bb0390d483344

Observation ce526d19-cbb2-4b73-90a3-e5ce535322fb · outbound

This paper cites Li, Hasan Hammoud, Hani Itani, Dmitrii Khizbullin, and Bernard Ghanem.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:09:22.354095Z

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.

source=pdf_text observed=2026-08-16T12:09:21.368447Z digest=sha256:eacf63084b97d3231d7873e71db49bf06459bc65ee38198b9100123cd13b4dea

Observation 163c4717-bc2b-4362-a985-d889bfba0518 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 25

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unresolved
no resolver link, observed 2026-08-16T12:09:21.358963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.358963Z digest=sha256:1718e380d4e348354f43e667e3f64d302905755d6f0f0e2cccafa4cb6a8edd9b

Observation 7392a623-9a74-4a00-bacd-3de92a36f94b · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.341953Z

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.

source=pdf_text observed=2026-08-16T12:09:21.381626Z digest=sha256:78e414d7732ebfc5283ce4b176dabfb50c6f9039aff912ca3801bd70eb5aca50

Observation 6d450bfa-f34c-4363-810e-e8f91cae75a9 · outbound

This paper cites GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers.

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

Resolution
verified exact
local_arxiv, observed 2026-08-16T12:09:21.792254Z

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.

source=pdf_text observed=2026-08-16T12:09:21.385651Z digest=sha256:a00b90f7ec1bbcf2c7ed778ff5667efcc5e976cc76f2fcff29ab64086162de4b

Observation 41e18137-6ec7-493b-9c43-ff062f3db268 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.330077Z

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.

source=pdf_text observed=2026-08-16T12:09:21.389706Z digest=sha256:ab8c9d0a53aa80ba092d517437cc226efac6d40b34ba5885c2232b67fb6e4ee9

Observation 32f3a1db-1b14-4b1d-98f4-4fa5f6f61097 · outbound

This paper cites Williams.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Williams

Reference 29

Resolution
verified exact
raw_fallback, observed 2026-08-16T12:09:21.853864Z

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.

source=pdf_text observed=2026-08-16T12:09:21.377550Z digest=sha256:0ec3c565439b5bf1870648fe3ab158b36fbe6b6b0ec469ce241be5156edbeffb

Observation 87f8e0ab-ff0e-4cd1-ab4f-7b41facac3cf · outbound

This paper cites Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment.

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

Resolution
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no resolver link, observed 2026-08-16T12:09:21.397906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.397906Z digest=sha256:9fea1946fa3f2fe8b179d4d98e70692a770c05794795623adb9da3589ee32eb1

Observation af87a683-b3f2-4730-ba54-7f6f8dd5078d · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-16T12:09:21.402349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.402349Z digest=sha256:543bb4fcad2847283d0561ccee41751210d43b7f3f2284c7c374c9664a507cf5

Observation cf7ee7e2-7301-406c-a31c-c683c012544d · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.406292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.406292Z digest=sha256:a6d4b40d64b54d7d5a99a5cc2a3addcb6d78d4e655ba547b77f1b28e7b7a0d13

Observation ceef95c2-39b8-4643-afb5-479735ddca30 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.317467Z

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.

source=pdf_text observed=2026-08-16T12:09:21.394118Z digest=sha256:0a2486efc07c074062c023deb68649761486556e7d1b5218050a074fa8ae1a79

Observation bd946769-1e81-498e-bf5a-9d4781011839 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.413869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.413869Z digest=sha256:8ff4f4e7a7b42628197f310b021a40b104d66f39f2b6b44d1df875bd17640f1a

Observation 83908ea4-68f7-4102-b07d-84b19aa234d7 · outbound

This paper cites Scott and Reginald A.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Scott and Reginald A

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:09:22.290034Z

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.

source=pdf_text observed=2026-08-16T12:09:21.417230Z digest=sha256:89957425740ee7c8587e20131390fbba6d99ce44131c62c691dacc47e122fe23

Observation cd58470b-7f4a-4b12-ab18-a932c0740a10 · outbound

This paper cites Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.420600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.420600Z digest=sha256:a9be2835de4dff2b232a1727b45d467bb9dab7817ee54dc6a5fa9fca1befecd1

Observation 765fbf45-d31b-42f3-8022-e53054456e9f · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.300074Z

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.

source=pdf_text observed=2026-08-16T12:09:21.410330Z digest=sha256:18b94da73f7c2f801b720485d2ec13453c89aa829433e86fc2b0078461d76b42

Observation 99ead660-588b-47c3-964d-8ae9f7622654 · outbound

This paper cites Sutton, David A.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Sutton, David A

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:09:22.278923Z

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.

source=pdf_text observed=2026-08-16T12:09:21.428356Z digest=sha256:0aa922f3e90cf4d078a6c729b28ea2bf86658c05df87a92e008feb765dbe4f9f

Observation 7b99a1c1-745e-492e-8ad5-a165a5b5eb29 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.266399Z

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.

source=pdf_text observed=2026-08-16T12:09:21.432045Z digest=sha256:f45e92fffb9d316286d8d71baeebbc9cc1717d785011076eb40bd40c1fce9746

Observation f892119d-0916-4e5e-b0df-d8d866d8f5a3 · outbound

This paper cites CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.436006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.436006Z digest=sha256:76ae08ee3fc5dcc72f754a0075ec48958d72c85ccf5fcf7ce26bee84ee3d884b

Observation fc16cca3-c4d1-4975-8500-24487c0c8625 · outbound

This paper cites Denoising Diffusion Implicit Models.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Denoising Diffusion Implicit Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.424030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.424030Z digest=sha256:06fcc0f4d5db2224b4f4d7182fb4398cb272b81accba2b23f885609404570b46

Observation 207891fe-b9ae-4f27-a06c-3700f0546aa3 · outbound

This paper cites Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue.

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

Resolution
verified exact
local_arxiv, observed 2026-08-16T12:09:21.685513Z

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.

source=pdf_text observed=2026-08-16T12:09:21.444105Z digest=sha256:1831b76628501208b910fb967eeaca655616790766212b3a5c62521512d6c2bf

Observation 469c949b-4aa8-48a9-bbe2-7a965934139f · outbound

This paper cites Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.448433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.448433Z digest=sha256:a53bbd76d097e0973cab7bedd0218859369021a3ddcce615d3fc7e0392a442c4

Observation 20d08ee4-8b18-4275-957c-0db6cfed2d83 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.236710Z

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.

source=pdf_text observed=2026-08-16T12:09:21.452920Z digest=sha256:970d04bd7b552b384768e1ce9ffe66fdeb75264dc04d33405e080e8257471a3c

Observation 94989ca7-1382-4227-8c84-08e0cef2d8ed · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.251994Z

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.

source=pdf_text observed=2026-08-16T12:09:21.440107Z digest=sha256:2d5cd5246ede982431e758a9cef0f5e95d7ab5d84fdc0ddb39ad797a1c4b17dc

Observation 81e3cab8-9b05-4fd2-a594-d1e6872e8822 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.212596Z

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.

source=pdf_text observed=2026-08-16T12:09:21.464524Z digest=sha256:952881e57e007cd066d8dc4de123cbee2f4ce50c02c4c4e0630c978a84533ef5

Observation ed116921-4bf0-40e6-90ea-bdfe66123e1f · outbound

This paper cites SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.469267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.469267Z digest=sha256:f7a3cd2b915cb5db73092fa794fb4c31a563b5c6b3facc36a61725dd15c78216

Observation e66119af-5728-4c1c-8f7d-d0635c014d30 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.201618Z

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.

source=pdf_text observed=2026-08-16T12:09:21.473393Z digest=sha256:be90371fa1114993b554660d85a5221c92ba3eca5e15dc428aed1b9ace3b73f5

Observation adc667b4-1c90-4973-a2a8-da1df6426713 · outbound

This paper cites RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.456526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.456526Z digest=sha256:a7c4f58325dc0db58ccc1f32ad6081a33ca54c63e12b3379971f208412281bfa

Observation 93cd3669-ecea-4252-904c-413f2c402e14 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.225135Z

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.

source=pdf_text observed=2026-08-16T12:09:21.460492Z digest=sha256:02cf8a710d21558a72145ea82d97c5554a07737e4bbbd4508b34ec32f0c3ddd3

Observation 746325a4-5043-4cb5-994c-eed212770197 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.490021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.490021Z digest=sha256:0b3bdccc7f0ac69eede34094b04d8ab45b7d7b603ab8320606fb4db142eb4975

Observation 19aafaca-6799-4943-a73e-4379fa416b17 · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.189763Z

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.

source=pdf_text observed=2026-08-16T12:09:21.494572Z digest=sha256:94d62fc9953d64a5be04b3901eddbc3d55f273aed1a54c60403d6e1d7a9ebcd0

Observation f1a266e6-9d6f-4b64-b4b8-85767da3e14e · outbound

This paper cites an unresolved cited work.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:09:22.176737Z

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.

source=pdf_text observed=2026-08-16T12:09:21.498370Z digest=sha256:4f0aea9889d9528ee0facba20c3a5e7c2c416627a7827dc04e4397c7be7d412c

Observation b0a21d30-acd1-4332-93e5-585a9e3803b8 · outbound

This paper cites Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.477802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.477802Z digest=sha256:31d3b56308a108e9180d2c79bb4625365b4a3c8a8362c07c2b820cd6aa41db07

Observation dcf902fb-d9f0-4816-986a-f42b650d0bf1 · outbound

This paper cites Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.482292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.482292Z digest=sha256:58eb44d8036029408679a15381f9cf8f9ff521a7650c3f618bc49ae40f0062c7

Observation f819409b-751c-4cf3-b646-933a0e228d88 · outbound

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

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Is ChatGPT Equipped with Emotional Dialogue Capabilities?

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.502569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.502569Z digest=sha256:258bcad551ad2c0ffb5a8598a2091b122d733140489cd6552cc7fcefb49a724a

Observation 123c8131-2fad-4369-989b-2a1f899115cb · outbound

This paper cites Model-Based Reinforcement Learning for Atari.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Model-Based Reinforcement Learning for Atari

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.355304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.355304Z digest=sha256:4da6d8ca9eaef6675848b65df4be14cc12b11c0001aca0d58a14b8aec2dca2d0

Observation 8a6d68e1-1262-459f-98ea-c05b60878705 · outbound

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

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

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.373049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.373049Z digest=sha256:1bdf2685c1e994d46b7f45ea84cd5e4a28581e20dfc818c09e5065b336b42df4

Observation 5e8ff576-f692-4345-86b5-c47a5cc6ac47 · outbound

This paper cites https://arxiv.org/pdf/2411.14499.

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning https://arxiv.org/pdf/2411.14499

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-16T12:09:21.305085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:09:21.305085Z digest=sha256:c8526844102cb2a0212c21c0bdc77bfd2f3bade2080100cf984ada2d41f9271d

Pith citing papers

Observation 16d79b56-b573-4151-9374-1b9d5cea3f97 · inbound

PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents cites this paper.

PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-18T15:21:32.852301Z

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.

source=pdf_text observed=2026-05-18T15:19:41.337259Z digest=sha256:1afbb355e14f8a12d6b004fb544061778d3c9f25c560da51c4df48fa8bad2af1