Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy
Planning

Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning

23 May 2023

Maximillian Chen

Papers citing "Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning"

18 / 18 papers shown

Title
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Tao He Lizi Liao Ming Liu Bing Qin 22 0 0 18 Apr 2025
Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs using Semantic Space Zhiliang Chen Xinyuan Niu Chuan-Sheng Foo Bryan Kian Hsiang Low 43 1 0 14 Mar 2025
Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers Shalev Lifshitz Sheila A. McIlraith Yilun Du LRM 41 4 0 27 Feb 2025
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models Hieu Tran Zonghai Yao Junda Wang Yifan Zhang Zhichao Yang Hong-ye Yu LRM 71 0 0 03 Dec 2024
Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search Chenglin Li Qianglong Chen Zhi Li Feng Tao Yicheng Li Hao Chen Fei Yu Yin Zhang SyDa 26 0 0 14 Oct 2024
SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search Hanwen Du B. Peng Xia Ning 26 0 0 12 Oct 2024
PCQPR: Proactive Conversational Question Planning with Reflection Shasha Guo Lizi Liao Jing Zhang Cuiping Li Hong Chen 24 1 0 02 Oct 2024
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback Ju-Seung Byun Jiyun Chun Jihyung Kil Andrew Perrault ReLM LRM 27 1 0 25 Jun 2024
Planning Like Human: A Dual-process Framework for Dialogue Planning Tao He Lizi Liao Yixin Cao Yuanxing Liu Ming Liu Zerui Chen Bing Qin 43 14 0 08 Jun 2024
Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training Maximillian Chen Ruoxi Sun Sercan Ö. Arik Tomas Pfister LLMAG 21 6 0 31 May 2024
Towards Human-centered Proactive Conversational Agents Yang Deng Lizi Liao Zhonghua Zheng Grace Hui Yang Tat-Seng Chua LLMAG 24 24 0 19 Apr 2024
RoT: Enhancing Large Language Models with Reflection on Search Trees Wenyang Hui Kewei Tu LRM 18 6 0 08 Apr 2024
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs Shamik Roy Sailik Sengupta Daniele Bonadiman Saab Mansour Arshit Gupta 19 5 0 09 Mar 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Tianhao Liao Zhe Xu Ying Shen LLMAG LRM 47 57 0 28 Feb 2024
The Future of Cognitive Strategy-enhanced Persuasive Dialogue Agents: New Perspectives and Trends Mengqi Chen Bin Guo Hao Wang Haoyu Li Qian Zhao Jingqi Liu Yasan Ding Yan Pan Zhiwen Yu LLMAG 32 1 0 07 Feb 2024
Towards Goal-oriented Prompt Engineering for Large Language Models: A Survey Haochen Li Jonathan Leung Zhiqi Shen LM&MA LLMAG LRM 10 0 0 25 Jan 2024
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 49 20 0 28 Nov 2023
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents Yang Deng Wenxuan Zhang Wai Lam See-Kiong Ng Tat-Seng Chua LM&Ro LLMAG 8 34 0 01 Nov 2023