MISC: A MIxed Strategy-Aware Model Integrating COMET for Emotional Support Conversation

25 March 2022

Rui Yan

Papers citing "MISC: A MIxed Strategy-Aware Model Integrating COMET for Emotional Support Conversation"

50 / 55 papers shown

Title
Mind2: Mind-to-Mind Emotional Support System with Bidirectional Cognitive Discourse Analysis Shi Yin Hong Uttamasha Oyshi Quan Mai Gibson Nkhata Susan Gauch 37 0 0 17 Mar 2025
From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations Shenghan Wu Yang Deng Yimo Zhu W. Hsu M. Lee 53 2 0 17 Feb 2025
MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Qi Chen Dexi Liu 31 0 0 28 Jan 2025
SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent Jing Ye Lu Xiang Yaping Zhang Chengqing Zong 82 2 0 11 Dec 2024
Script-Strategy Aligned Generation: Aligning LLMs with Expert-Crafted Dialogue Scripts and Therapeutic Strategies for Psychotherapy Xin Sun Jan de Wit Zhuying Li Jiahuan Pei Abdallah El Ali Jos A. Bosch 28 2 0 11 Nov 2024
Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning Xinhao Chen Chong Yang Man Lan Li Cai Yang Chen Tu Hu Xinlin Zhuang Aimin Zhou LRM 27 3 0 21 Aug 2024
EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics Chenwei Wan Matthieu Labeau Chloé Clavel 35 0 0 16 Aug 2024
Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations Hao Yang Hongyuan Lu Xinhua Zeng Yang Liu Xiang Zhang Haoran Yang Yumeng Zhang Shan Huang Yiran Wei Wai Lam 37 2 0 04 Jul 2024
Data Augmentation of Multi-turn Psychological Dialogue via Knowledge-driven Progressive Thought Prompting Jiyue Jiang Liheng Chen Sheng Wang Lingpeng Kong Yu-Hu Li Chuan Wu 41 0 0 24 Jun 2024
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models Haiquan Zhao Lingyu Li Shisong Chen Shuqi Kong Jiaan Wang ... Dandan Liang Zhixu Li Yan Teng Yanghua Xiao Yingchun Wang ELM LLMAG 36 3 0 21 Jun 2024
ESCoT: Towards Interpretable Emotional Support Dialogue Systems Tenggan Zhang Xinjie Zhang Jinming Zhao Li Zhou Qin Jin 29 8 0 16 Jun 2024
Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models Sarah E. Finch Jinho D. Choi LRM 73 0 0 13 Jun 2024
E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory Zhou Yang Zhou Yang Chenglong Ye Yufeng Wang Haizhou Sun Chao Chen Xiaofei Zhu Yunbing Wu Xiangwen Liao 55 1 0 04 Jun 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 33 8 0 01 Apr 2024
FEEL: A Framework for Evaluating Emotional Support Capability with Large Language Models Huaiwen Zhang Yu Chen Ming Wang Shi Feng 24 2 0 23 Mar 2024
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses Jia-Nan Li Quan Tu Cunli Mao Zhengtao Yu Ji-Rong Wen Rui Yan OffRL 24 3 0 13 Mar 2024
Persona Extraction Through Semantic Similarity for Emotional Support Conversation Generation Seunghee Han Se Jin Park Chae Won Kim Y. Ro 27 1 0 07 Mar 2024
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models Xinpeng Wang Shitong Duan Xiaoyuan Yi Jing Yao Shanlin Zhou Zhihua Wei Peng Zhang Dongkuan Xu Maosong Sun Xing Xie OffRL 33 16 0 07 Mar 2024
"In Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning Chuanqi Cheng Quan Tu Wei Yu Wu Shuo Shang Cunli Mao Zhengtao Yu Rui Yan 31 2 0 05 Mar 2024
DiffuCOMET: Contextual Commonsense Knowledge Diffusion Silin Gao Mete Ismayilzada Mengjie Zhao Hiromi Wakaki Yuki Mitsufuji Antoine Bosselut DiffM 25 0 0 26 Feb 2024
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth Shir Lissak Nitay Calderon Geva Shenkman Yaakov Ophir Eyal Fruchter A. Klomek Roi Reichart AI4MH 31 11 0 19 Feb 2024
Steering Conversational Large Language Models for Long Emotional Support Conversations Navid Madani Sougata Saha R. Srihari 19 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 38 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 23 0 0 31 Jan 2024
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning Weiqi Wang Tianqing Fang Chunyang Li Haochen Shi Wenxuan Ding ... Jiaxin Bai Xin Liu Cheng Jiayang Chunkit Chan Yangqiu Song LRM 20 27 0 14 Jan 2024
Enhancing Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought Zaijing Li Gongwei Chen Rui Shao Dongmei Jiang Liqiang Nie 26 12 0 12 Jan 2024
Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback Jiashuo Wang Chunpu Xu Chak Tou Leong Wenjie Li Jing Li 16 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 25 13 0 19 Dec 2023
K-ESConv: Knowledge Injection for Emotional Support Dialogue Systems via Prompt Learning Wei Chen Gang Zhao Xiaojin Zhang Xiang Bai Xuanjing Huang Zhongyu Wei 12 4 0 16 Dec 2023
E-CORE: Emotion Correlation Enhanced Empathetic Dialogue Generation Fengyi Fu Lei Zhang Quan Wang Zhendong Mao 24 7 0 25 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 48 0 01 Nov 2023
Multi-level Contrastive Learning for Script-based Character Understanding Dawei Li Hengyuan Zhang Yanran Li Shiping Yang 38 17 0 20 Oct 2023
Knowledge-enhanced Memory Model for Emotional Support Conversation Mengzhao Jia Qianglong Chen Liqiang Jing Dawei Fu Renyu Li 21 3 0 11 Oct 2023
Dynamic Strategy Chain: Dynamic Zero-Shot CoT for Long Mental Health Support Generation Qi Chen Dexi Liu LRM 13 3 0 21 Aug 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 19 49 0 20 Aug 2023
Building Emotional Support Chatbots in the Era of LLMs Zhonghua Zheng Lizi Liao Yang Deng Liqiang Nie AI4MH 23 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 16 10 0 16 Jul 2023
Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge Hua Cai Xuli Shen Qing-Song Xu Weilin Shen Xiaomei Wang Weifeng Ge Xiaoqing Zheng Xiangyang Xue 22 19 0 24 May 2023
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations Yang Deng Wenxuan Zhang Yifei Yuan W. Lam 24 31 0 17 May 2023
A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment Jiyue Jiang Sheng Wang Qintong Li Lingpeng Kong Chuan Wu 28 6 0 14 May 2023
TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition Weixiang Zhao Yanyan Zhao Shilong Wang Bing Qin 25 17 0 05 May 2023
SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support Huachuan Qiu Hongliang He Shuai Zhang Anqi Li Zhenzhong Lan AI4MH 108 26 0 30 Apr 2023
Is ChatGPT Equipped with Emotional Dialogue Capabilities? Weixiang Zhao Yanyan Zhao Xin Lu Shilong Wang Yanpeng Tong Bing Qin LLMAG AI4MH 16 56 0 19 Apr 2023
GCRE-GPT: A Generative Model for Comparative Relation Extraction Yequan Wang Hengran Zhang Aixin Sun Xuying Meng 11 1 0 15 Mar 2023
Think Twice: A Human-like Two-stage Conversational Agent for Emotional Response Generation Yushan Qian Bo Wang Shangzhao Ma Bin Wu Shuo Zhang Dongming Zhao Kun Huang Yuexian Hou 15 12 0 12 Jan 2023
PAL: Persona-Augmented Emotional Support Conversation Generation Jiale Cheng Sahand Sabour Hao-Lun Sun Zhuang Chen Minlie Huang 19 27 0 19 Dec 2022
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines Swati Swati Adrian Mladenic Grobelnik Dunja Mladenić M. Grobelnik 16 3 0 01 Dec 2022
FADO: Feedback-Aware Double COntrolling Network for Emotional Support Conversation Wei Peng Ziyuan Qin Yue Hu Yuqiang Xie Yunpeng Li 19 29 0 01 Nov 2022
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing Allison Lahnala Charles F Welch David Jurgens Lucie Flek 16 6 0 29 Oct 2022
ComFact: A Benchmark for Linking Contextual Commonsense Knowledge Silin Gao Jena D. Hwang Saya Kanno Hiromi Wakaki Yuki Mitsufuji Antoine Bosselut HILM 30 16 0 23 Oct 2022