CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation

18 May 2021

Papers citing "CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation"

40 / 40 papers shown

Title
The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support Suhas BN Yash Mahajan Dominik Mattioli Andrew M. Sherrill Rosa I. Arriaga Chris W. Wiese Saeed Abdullah AI4MH 22 0 0 21 May 2025
A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions Emre Can Acikgoz Cheng Qian Hongru Wang Vardhan Dongre Xiusi Chen Heng Ji Dilek Hakkani-Tur Gokhan Tur LM&Ro ELM 57 1 0 07 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 47 0 0 17 Mar 2025
Empathy Level Alignment via Reinforcement Learning for Empathetic Response Generation Hui Ma Bo Zhang Bo Xu Jian Wang Hongfei Lin Xiao Sun 59 1 0 06 Aug 2024
CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems Tao Feng Lizhen Qu Xiaoxi Kang Gholamreza Haffari 38 1 0 25 Jun 2024
Detection and Positive Reconstruction of Cognitive Distortion sentences: Mandarin Dataset and Evaluation Shuya Lin Yuxiong Wang Jonathan Dong Shiguang Ni 39 1 0 24 May 2024
Personality-affected Emotion Generation in Dialog Systems Zhiyuan Wen Jiannong Cao Jiaxing Shen Ruosong Yang Shuaiqi Liu Maosong Sun 45 3 0 03 Apr 2024
An Iterative Associative Memory Model for Empathetic Response Generation Zhou Yang Zhaochun Ren Yufeng Wang Chao Chen Haizhou Sun Xiaofei Zhu Xiangwen Liao 48 4 0 28 Feb 2024
Exploiting Emotion-Semantic Correlations for Empathetic Response Generation Zhou Yang Zhaochun Ren Yufeng Wang Xiaofei Zhu Zhihao Chen Tiecheng Cai Yunbing Wu Yisong Su Sibo Ju Xiangwen Liao 40 10 0 27 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 43 1 0 07 Feb 2024
STICKERCONV: Generating Multimodal Empathetic Responses from Scratch Yiqun Zhang Fanheng Kong Peidong Wang Shuang Sun Lingshuai Wang Shi Feng Daling Wang Yifei Zhang Kaisong Song 36 10 0 20 Jan 2024
Knowledge-enhanced Memory Model for Emotional Support Conversation Mengzhao Jia Qianglong Chen Liqiang Jing Dawei Fu Renyu Li 28 3 0 11 Oct 2023
Leveraging Large Language Models for Automated Dialogue Analysis Sarah E. Finch Ellie S. Paek Jinho Choi LLMAG 37 20 0 12 Sep 2023
CharacterChat: Learning towards Conversational AI with Personalized Social Support Quan Tu Chuanqi Chen Jinpeng Li Yanran Li Shuo Shang Dongyan Zhao Ran Wang Rui Yan 23 51 0 20 Aug 2023
Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach Jinfeng Zhou Zhuang Chen Bo Wang Minlie Huang 26 10 0 16 Jul 2023
DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation Guanqun Bi Lei Shen Yanan Cao Meng Chen Yuqiang Xie Zheng Lin Xiao-feng He DiffM 31 13 0 02 Jun 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 35 19 0 24 May 2023
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs Hongru Wang Rui Wang Fei Mi Yang Deng Zezhong Wang Bin Liang Ruifeng Xu Kam-Fai Wong LRM 41 58 0 19 May 2023
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery Tao Feng Lizhen Qu Gholamreza Haffari CML 29 7 0 02 Mar 2023
CAB: Empathetic Dialogue Generation with Cognition, Affection and Behavior Pan Gao Donghong Han Rui Zhou Xuejiao Zhang Zikun Wang 31 7 0 03 Feb 2023
PAL: Persona-Augmented Emotional Support Conversation Generation Jiale Cheng Sahand Sabour Hao Sun Zhuang Chen Minlie Huang 34 28 0 19 Dec 2022
Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation Yangbin Chen C. Liang 42 9 0 05 Dec 2022
FADO: Feedback-Aware Double COntrolling Network for Emotional Support Conversation Wei Peng Ziyuan Qin Yue Hu Yuqiang Xie Yunpeng Li 29 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 26 7 0 29 Oct 2022
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection Lanrui Wang JiangNan Li Zheng Lin Fandong Meng Chenxu Yang Weiping Wang Jie Zhou 18 30 0 21 Oct 2022
Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning Yi Cheng Wenge Liu Wenjie Li Jiashuo Wang Ruihui Zhao Bang Liu Xiaodan Liang Yefeng Zheng 40 51 0 09 Oct 2022
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation Jinfeng Zhou Chujie Zheng Bo Wang Zheng Zhang Minlie Huang 29 29 0 18 Aug 2022
CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI Yirong Chen Weiquan Fan Xiaofen Xing Jianxin Pang Minlie Huang W. Han Qianfeng Tie Xiangmin Xu 29 26 0 29 May 2022
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy Allison Lahnala Charles F Welch Béla Neuendorf Lucie Flek 67 13 0 15 May 2022
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities Aravind Sesagiri Raamkumar Yinping Yang 24 29 0 09 May 2022
Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances Wongyung Kim Youbin Ahn Donghyun Kim Kyong-Ho Lee 42 16 0 06 May 2022
Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support Ashish Sharma Inna Wanyin Lin Adam S. Miner David C. Atkins Tim Althoff AI4MH 19 190 0 28 Mar 2022
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training Yuxian Gu Jiaxin Wen Hao Sun Yi Song Pei Ke ... Zheng Zhang Jianzhu Yao Lei Liu Xiaoyan Zhu Minlie Huang 23 55 0 17 Mar 2022
AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation Chujie Zheng Sahand Sabour Jiaxin Wen Zheng Zhang Minlie Huang 24 58 0 26 Feb 2022
Constructing Emotion Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation Lei Shen Jinchao Zhang Jiao Ou Xiaofang Zhao Jie Zhou 18 6 0 16 Sep 2021
Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation Chujie Zheng Minlie Huang 64 44 0 14 Sep 2021
CEM: Commonsense-aware Empathetic Response Generation Sahand Sabour Chujie Zheng Minlie Huang 28 149 0 13 Sep 2021
PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support Hao Sun Zhenru Lin Chujie Zheng Siyang Liu Minlie Huang RALM 13 78 0 03 Jun 2021
Towards Emotional Support Dialog Systems Siyang Liu Chujie Zheng O. Demasi Sahand Sabour Yu Li Zhou Yu Yong-jia Jiang Minlie Huang 8 240 0 02 Jun 2021
EmpTransfo: A Multi-head Transformer Architecture for Creating Empathetic Dialog Systems Rohola Zandie Mohammad H. Mahoor 67 44 0 05 Mar 2020