Paper Citation Record · LEDGER

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues

As of 15 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2412.14584.

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

pith.paper-citation-record.v1
2412.14584 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:09:19.963335Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

48 of 48 outbound references displayed

verified exact6
verified fuzzy5
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 55c93771-6d10-4811-97f7-0cea014ea626 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.604982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf6e0086-a7b1-40f4-852f-136d610b14be · outbound

This paper cites write newline.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.612506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39cde0a6-399f-4ef4-acd8-951d833cc29a · outbound

This paper cites Qwen Technical Report.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Qwen Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.620961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45531c77-1e44-44c5-a803-c1de8193710c · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:21.077325Z

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 c1009ce4-981c-4d43-80d2-289cb8569228 · outbound

This paper cites R.; Vilnis, L.; Vinyals, O.; Dai, A.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues R.; Vilnis, L.; Vinyals, O.; Dai, A

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:09:21.056017Z

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 6c2edfa1-10e2-4f27-bf12-10ff8f0229cd · outbound

This paper cites Controllable Mixed-Initiative Dialogue Generation through Prompting.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Controllable Mixed-Initiative Dialogue Generation through Prompting

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:09:20.674232Z

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 565f0ef9-e949-4e5f-b4ae-120d24ba6240 · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:21.030137Z

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 747be82c-2d18-4a9c-a03f-77cbf35dca03 · outbound

This paper cites Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.657345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0b321e4-6a48-42a9-9956-2ff5baa1ff23 · outbound

This paper cites T.; Ouyang, Y.; Li, W.; Wu, X.; and Zheng, Y.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues T.; Ouyang, Y.; Li, W.; Wu, X.; and Zheng, Y

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:09:21.006989Z

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 b6ac44e6-155e-4011-9cf9-b018df5d89b8 · outbound

This paper cites Deep RL with Hierarchical Action Exploration for Dialogue Generation.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Deep RL with Hierarchical Action Exploration for Dialogue Generation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:09:20.622128Z

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 cdd1ffb6-c77d-4660-adec-46107e4485b9 · outbound

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

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.678595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5f291f7-afed-419c-a6cd-38b0adcca471 · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.989282Z

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 328ec6f4-7189-463d-957f-e08164b6d6f9 · outbound

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

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.692857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1bfc040-136f-4a90-ad71-9d73087c745b · outbound

This paper cites Decoupling Strategy and Generation in Negotiation Dialogues.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Decoupling Strategy and Generation in Negotiation Dialogues

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.699237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89ddf97c-7a46-467f-9386-effba28fd569 · outbound

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

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Planning Like Human: A Dual-process Framework for Dialogue Planning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.706228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09773415-9848-4788-8900-262db661f740 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues LoRA: Low-Rank Adaptation of Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.713594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36645c46-8d71-41dd-a05d-8716c1090f05 · outbound

This paper cites Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:09:20.480960Z

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 528c8c28-bc4f-4ae4-8d66-3566ba50d2a7 · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.972666Z

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 4b2c9074-8707-496f-8e85-e56c8a80a509 · outbound

This paper cites Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.733323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8082b3a4-c2b2-4b18-afa2-33febca4d4ce · outbound

This paper cites Auto-Encoding Variational Bayes.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Auto-Encoding Variational Bayes

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.740598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8df56f2b-90c0-4568-bec8-5a0c309db279 · outbound

This paper cites Offline Reinforcement Learning with Implicit Q-Learning.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Offline Reinforcement Learning with Implicit Q-Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.747809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3eb3816-b328-42c1-9d73-7e46eb6cb909 · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.955215Z

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 20f5d78f-2c65-4adf-b0a2-9418691956ad · outbound

This paper cites P.; Dieskau, J.; Hunermund, M.; Mostaghim, S.; and Lucas, S.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues P.; Dieskau, J.; Hunermund, M.; Mostaghim, S.; and Lucas, S

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:09:20.937044Z

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 1b129ea9-06f3-4a8f-923b-c64bbf2bd4bb · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.918088Z

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 0cf6af0f-09fc-47dd-9292-d61f608a3b05 · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.899881Z

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 183b5052-07a6-4061-931a-eebdfc6158c4 · outbound

This paper cites Towards Emotional Support Dialog Systems.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Towards Emotional Support Dialog Systems

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.783296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45e05547-e6ba-4aaa-bad2-f2d9db3b1a74 · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.882646Z

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 61358f0f-2ffa-4e50-8070-6f65bd01a33c · outbound

This paper cites "My nose is running.""Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues "My nose is running.""Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:09:20.349735Z

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 109d4c09-abd2-4628-9f8b-842dca2c4a46 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.805733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10712c0a-f94b-4f96-9990-e0861f2ecc0f · outbound

This paper cites LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:09:20.288637Z

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 6e6b046a-dbea-435d-aafc-257e5b39e5fc · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Gemma: Open Models Based on Gemini Research and Technology

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.819923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25d4bf0e-9d52-4cd6-8563-b68b7c20a7f6 · outbound

This paper cites Training language models to follow instructions with human feedback.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Training language models to follow instructions with human feedback

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.827110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab306be4-8967-4d52-bd73-43c2684826bc · outbound

This paper cites M.; Mishra, K.; Firdaus, M.; and Ekbal, A.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues M.; Mishra, K.; Firdaus, M.; and Ekbal, A

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:09:20.864532Z

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 009981fb-e775-4217-bb70-ce1e2b695529 · outbound

This paper cites The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.843062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b25395ac-6b98-44f2-ad66-c25d0ed84216 · outbound

This paper cites S.; McAllester, D.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues S.; McAllester, D

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:09:20.847226Z

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 9c8e4bf1-dd13-44eb-a967-7eea7d996b1b · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.827119Z

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 f47348da-e618-4a2f-9813-c707d56f0e58 · outbound

This paper cites Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:09:20.178547Z

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 b003a415-ec56-479b-b36e-ec85ba23b650 · outbound

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

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.876715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc19359c-054c-44af-b0b0-d978f7b86c65 · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.801434Z

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 00fd316e-0761-49a8-98e4-8d07af8eaaeb · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.780727Z

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 25a529b2-5c55-4429-8333-3650b0745d7c · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.758801Z

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 32e3bce1-22e6-452a-8603-2bed87044938 · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.739099Z

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 576d3ea2-be3f-4fbc-83f9-700df1d81822 · outbound

This paper cites Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.912659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db28e38b-de45-45e9-a787-872637325048 · outbound

This paper cites an unresolved cited work.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:09:20.719893Z

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 d704a58e-4dcb-4d24-9ef5-04eb409880de · outbound

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

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Is ChatGPT Equipped with Emotional Dialogue Capabilities?

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.929407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c7f5db2-854c-4d15-87ff-3c02a946e4bf · outbound

This paper cites Building Emotional Support Chatbots in the Era of LLMs.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues Building Emotional Support Chatbots in the Era of LLMs

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.949903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2e8cc85-dbae-4ba8-81e9-de6ba32ca81c · outbound

This paper cites A Dynamic Strategy Coach for Effective Negotiation.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues A Dynamic Strategy Coach for Effective Negotiation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.957489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2f79b98-cd3f-4b1a-baab-eda050c4e143 · outbound

This paper cites ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL.

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T12:09:19.963335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.