Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning

9 October 2022

Xiaodan Liang

Papers citing "Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning"

35 / 35 papers shown

Title
FiSMiness: A Finite State Machine Based Paradigm for Emotional Support Conversations Yue Zhao Qingqing Gu X. Wang Teng Chen Zhonglin Jiang Yong Chen Luo Ji 30 0 0 16 Apr 2025
Mind2: Mind-to-Mind Emotional Support System with Bidirectional Cognitive Discourse Analysis Shi Yin Hong Uttamasha Oyshi Quan Mai Gibson Nkhata Susan Gauch 32 0 0 17 Mar 2025
Planning of Heuristics: Strategic Planning on Large Language Models with Monte Carlo Tree Search for Automating Heuristic Optimization Chaoxu Mu Xufeng Zhang Hui Wang 33 0 0 17 Feb 2025
Large Language Model Can Be a Foundation for Hidden Rationale-Based Retrieval Luo Ji Feixiang Guo Teng Chen Qingqing Gu Xiaoyu Wang ... Peng Yu Yue Zhao Hongyang Lei Zhonglin Jiang Yong Chen RALM LRM 87 0 0 21 Dec 2024
Constrained Decoding with Speculative Lookaheads Nishanth Nakshatri Shamik Roy Rajarshi Das Suthee Chaidaroon Leonid Boytsov Rashmi Gangadharaiah 72 0 0 09 Dec 2024
EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics Chenwei Wan Matthieu Labeau Chloé Clavel 24 0 0 16 Aug 2024
ComPeer: A Generative Conversational Agent for Proactive Peer Support Tianjian Liu Hongzheng Zhao Yuheng Liu Xingbo Wang Zhenhui Peng AI4MH LLMAG VLM 45 9 0 25 Jul 2024
ESCoT: Towards Interpretable Emotional Support Dialogue Systems Tenggan Zhang Xinjie Zhang Jinming Zhao Li Zhou Qin Jin 21 7 0 16 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 41 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 16 6 0 31 May 2024
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation Zhe Xu Daoyuan Chen Jiayi Kuang Zihao Yi Yaliang Li Ying Shen 18 1 0 03 Apr 2024
Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided Hongli Zhan Allen Zheng Yoon Kyung Lee Jina Suh Junyi Jessy Li Desmond C. Ong AI4MH 25 8 0 01 Apr 2024
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation Dongjin Kang Sunghwan Kim Taeyoon Kwon Seungjun Moon Hyunsouk Cho Youngjae Yu Dongha Lee Jinyoung Yeo 19 14 0 20 Feb 2024
Steering Conversational Large Language Models for Long Emotional Support Conversations Navid Madani Sougata Saha R. Srihari 11 3 0 16 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 25 1 0 07 Feb 2024
CauESC: A Causal Aware Model for Emotional Support Conversation Wei Chen Hengxu Lin Qun Zhang Xiaojin Zhang Xiang Bai Xuanjing Huang Zhongyu Wei 10 0 0 31 Jan 2024
Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback Jiashuo Wang Chunpu Xu Chak Tou Leong Wenjie Li Jing Li 8 1 0 11 Jan 2024
COOPER: Coordinating Specialized Agents towards a Complex Dialogue Goal Yi Cheng Wenge Liu Jian Wang Chak Tou Leong Ouyang Yi Wenjie Li Xian Wu Yefeng Zheng LLMAG 17 12 0 19 Dec 2023
Prompt Your Mind: Refine Personalized Text Prompts within Your Mind Guinan Su Yanwu Yang Jie Guo ReLM AI4MH LRM 19 1 0 09 Nov 2023
SoulChat: Improving LLMs' Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations Yirong Chen Xiaofen Xing Jingkai Lin Huimin Zheng Zhenyu Wang Qi Liu Xiangmin Xu LM&MA KELM AI4MH 58 46 0 01 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
Knowledge-enhanced Memory Model for Emotional Support Conversation Mengzhao Jia Qianglong Chen Liqiang Jing Dawei Fu Renyu Li 18 3 0 11 Oct 2023
Aligning Language Models with Human Preferences via a Bayesian Approach Jiashuo Wang Haozhao Wang Shichao Sun Wenjie Li ALM 19 22 0 09 Oct 2023
TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration Hongru Wang Huimin Wang Lingzhi Wang Minda Hu Rui Wang Boyang Xue Hongyuan Lu Fei Mi Kam-Fai Wong LRM KELM LLMAG 14 12 0 28 Sep 2023
CharacterChat: Learning towards Conversational AI with Personalized Social Support Quan Tu Chuanqi Chen Jinpeng Li Yanran Li Shuo Shang Dongyan Zhao R. Wang Rui Yan 11 49 0 20 Aug 2023
Building Emotional Support Chatbots in the Era of LLMs Zhonghua Zheng Lizi Liao Yang Deng Liqiang Nie AI4MH 12 46 0 17 Aug 2023
Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach Jinfeng Zhou Zhuang Chen Bo Wang Minlie Huang 9 10 0 16 Jul 2023
Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning Xiao Yu Maximillian Chen Zhou Yu LLMAG LM&Ro 14 34 0 23 May 2023
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations Yang Deng Wenxuan Zhang Yifei Yuan W. Lam 16 31 0 17 May 2023
TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition Weixiang Zhao Yanyan Zhao Shilong Wang Bing Qin 14 17 0 05 May 2023
Is ChatGPT Equipped with Emotional Dialogue Capabilities? Weixiang Zhao Yanyan Zhao Xin Lu Shilong Wang Yanpeng Tong Bing Qin LLMAG AI4MH 8 55 0 19 Apr 2023
PAL: Persona-Augmented Emotional Support Conversation Generation Jiale Cheng Sahand Sabour Hao-Lun Sun Zhuang Chen Minlie Huang 6 27 0 19 Dec 2022
Chatbots for Mental Health Support: Exploring the Impact of Emohaa on Reducing Mental Distress in China Sahand Sabour W. Zhang Xiyao Xiao Yuwei Zhang Yinhe Zheng Jiaxin Wen Jialu Zhao Minlie Huang AI4MH 38 50 0 21 Sep 2022
RESPER: Computationally Modelling Resisting Strategies in Persuasive Conversations Ritam Dutt S. Sinha Rishabh Joshi S. Chakraborty Meredith Riggs Xinru Yan Haogang Bao Carolyn Rose 72 16 0 26 Jan 2021
Augmenting Non-Collaborative Dialog Systems with Explicit Semantic and Strategic Dialog History Yiheng Zhou Yulia Tsvetkov A. Black Zhou Yu 121 26 0 30 Sep 2019