Multi-Party Conversational Agents: A Survey

24 May 2025

Papers citing "Multi-Party Conversational Agents: A Survey"

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Title
Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues David Sasu Zehui Wu Ziwei Gong Run Chen Pengyuan Shi Lin Ai Julia Hirschberg Natalie Schluter 147 3 0 16 Feb 2025
Lla-VAP: LSTM Ensemble of Llama and VAP for Turn-Taking Prediction Hyunbae Jeon Frederic Guintu Rayvant Sahni 38 1 0 24 Dec 2024
Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding Yueqian Wang Xiaojun Meng Yijiao Wang Jianxin Liang Qun Liu Dongyan Zhao 84 1 0 23 Dec 2024
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data Wenkai Li Jiarui Liu Andy Liu Xuhui Zhou Mona Diab Maarten Sap 117 10 0 21 Oct 2024
A Novel LLM-based Two-stage Summarization Approach for Long Dialogues Yuan-Jhe Yin Bo-Yu Chen Berlin Chen 61 6 0 09 Oct 2024
Beyond Turn-Based Interfaces: Synchronous LLMs as Full-Duplex Dialogue Agents Bandhav Veluri Benjamin Peloquin Bokai Yu Hongyu Gong Shyamnath Gollakota AuLLM OffRL 88 19 0 23 Sep 2024
Multimodal Fusion with LLMs for Engagement Prediction in Natural Conversation Cheng Charles Ma Kevin Hyekang Joo Alexandria K. Vail Sunreeta Bhattacharya Álvaro Fernández García Kailana Baker-Matsuoka Sheryl Mathew Lori L. Holt Fernando De la Torre 70 4 0 13 Sep 2024
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind Haojun Shi Suyu Ye Xinyu Fang Chuanyang Jin Leyla Isik Yen-Ling Kuo Tianmin Shu LLMAG 122 15 0 22 Aug 2024
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation Hee Suk Yoon Eunseop Yoon Joshua Tian Jin Tee Kang Zhang Yu-Jung Heo Du-Seong Chang Chang D. Yoo 75 5 0 12 Aug 2024
Beyond Silent Letters: Amplifying LLMs in Emotion Recognition with Vocal Nuances Mieko Ochi Ziwei Gong D. Komura Pengyuan Shi Kaan Donbekci Julia Hirschberg 84 16 0 31 Jul 2024
TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind Guiyang Hou Wenqi Zhang Yongliang Shen Linjuan Wu Weiming Lu LRM AI4CE 55 13 0 01 Jul 2024
LLaMIPa: An Incremental Discourse Parser Kate Thompson Akshay Chaturvedi Julie Hunter Nicholas Asher CLL 62 4 0 26 Jun 2024
Factual Dialogue Summarization via Learning from Large Language Models Rongxin Zhu Jey Han Lau Jianzhong Qi HILM 84 3 0 20 Jun 2024
Affective-NLI: Towards Accurate and Interpretable Personality Recognition in Conversation Zhiyuan Wen Jiannong Cao Yu Yang Ruosong Yang Shuaiqi Liu 63 7 0 03 Apr 2024
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations Hanlei Zhang Xin Wang Hua Xu Qianrui Zhou Kai Gao Jianhua Su jinyue Zhao Wenrui Li Yanting Chen 81 5 0 16 Mar 2024
Thread Detection and Response Generation using Transformers with Prompt Optimisation Kevin Joshua T Arnav Agarwal Shriya Sanjay Yash Sarda John Sahaya Rani Alex Saurav Gupta Sushant Kumar Vishwanath Kamath 44 3 0 09 Mar 2024
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization Liyan Tang Igor Shalyminov Amy Wing-mei Wong Jon Burnsky Jake W. Vincent ... Hang Su Lijia Sun Yi Zhang Saab Mansour Kathleen McKeown HILM 54 52 0 20 Feb 2024
Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue Jian Wang Chak Tou Leong Jiashuo Wang Dongding Lin Wenjie Li Xiao-Yong Wei 66 9 0 10 Feb 2024
Turn-taking and Backchannel Prediction with Acoustic and Large Language Model Fusion Jinhan Wang Long Chen Aparna Khare A. Raju Pranav Dheram Di He Minhua Wu A. Stolcke Venkatesh Ravichandran 44 11 0 26 Jan 2024
Is ChatGPT a Good Multi-Party Conversation Solver? Chao-Hong Tan Jia-Chen Gu Zhen-Hua Ling 81 11 0 25 Oct 2023
Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation Jian Wang Yi Cheng Dongding Lin Chak Tou Leong Wenjie Li 43 20 0 11 Oct 2023
Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt Engineering Angus Addlesee Weronika Sieiñska Nancie Gunson Daniel Hernández García Christian Dondrup Oliver Lemon 41 21 0 29 Aug 2023
ZRIGF: An Innovative Multimodal Framework for Zero-Resource Image-Grounded Dialogue Generation Bo Zhang Jian Wang Hui Ma Bo Xu Hongfei Lin 40 4 0 01 Aug 2023
Relational Temporal Graph Reasoning for Dual-task Dialogue Language Understanding Bowen Xing Ivor W. Tsang 65 15 0 15 Jun 2023
Minding Language Models' (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker Melanie Sclar Sachin Kumar Peter West Alane Suhr Yejin Choi Yulia Tsvetkov 105 80 0 01 Jun 2023
Pre-training Multi-party Dialogue Models with Latent Discourse Inference Yiyang Li Xinting Huang Wei Bi Hai Zhao 65 6 0 24 May 2023
GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu Guoping Hu 60 10 0 16 May 2023
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits Hang Jiang Xiajie Zhang Xubo Cao Cynthia Breazeal Deb Roy Jad Kabbara 86 98 0 04 May 2023
Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models Jimmy Wei Kurt Shuster Arthur Szlam Jason Weston Jack Urbanek M. Komeili LLMAG 71 43 0 26 Apr 2023
Is ChatGPT Equipped with Emotional Dialogue Capabilities? Weixiang Zhao Yanyan Zhao Xin Lu Shilong Wang Yanpeng Tong Bing Qin LLMAG AI4MH 120 61 0 19 Apr 2023
An Explainable Collaborative Dialogue System using a Theory of Mind Philip R. Cohen Lucian Galescu Maayan Shvo 23 3 0 19 Feb 2023
Large Language Models Fail on Trivial Alterations to Theory-of-Mind Tasks T. Ullman LRM 63 236 0 16 Feb 2023
CluCDD:Contrastive Dialogue Disentanglement via Clustering Jingsheng Gao Zeyu Li Suncheng Xiang Ting Liu Yuzhuo Fu 34 2 0 16 Feb 2023
Evaluating Large Language Models in Theory of Mind Tasks Michal Kosinskihttps://www.semanticscholar.org/me/account LLMAG LRM 73 129 0 04 Feb 2023
MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation Jiazhan Feng Qingfeng Sun Can Xu Pu Zhao Yaming Yang Chongyang Tao Dongyan Zhao Qingwei Lin 63 59 0 10 Nov 2022
Conversation Disentanglement with Bi-Level Contrastive Learning Chengyu Huang Zheng Zhang Hao Fei Lizi Liao DRL 60 8 0 27 Oct 2022
M2FNet: Multi-modal Fusion Network for Emotion Recognition in Conversation Vishal M. Chudasama P. Kar Ashish Gudmalwar Nirmesh J. Shah Pankaj Wasnik N. Onoe 56 113 0 05 Jun 2022
HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations Jia-Chen Gu Chao-Hong Tan Chongyang Tao Zhen-Hua Ling Huang Hu Xiubo Geng Daxin Jiang 54 32 0 16 Mar 2022
UX Research on Conversational Human-AI Interaction: A Literature Review of the ACM Digital Library Qingxiao Zheng Yiliu Tang Yiren Liu Weizi Liu Yun Huang 71 70 0 20 Feb 2022
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer Shimin Li Hang Yan Xipeng Qiu 72 86 0 21 Dec 2021
Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning Yuntao Li Can Xu Huang Hu Lei Sha Yan Zhang Daxin Jiang 44 12 0 19 Nov 2021
Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents Yusen Zhang Ansong Ni Ziming Mao Chen Henry Wu Chenguang Zhu Budhaditya Deb Ahmed Hassan Awadallah Dragomir R. Radev Rui Zhang RALM 80 91 0 16 Oct 2021
Exploring Dense Retrieval for Dialogue Response Selection Tian Lan Deng Cai Yan Wang Yixuan Su Heyan Huang Xian-Ling Mao 147 19 0 13 Oct 2021
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration Zhengyuan Liu Nancy F. Chen 64 35 0 09 Oct 2021
Multi-tasking Dialogue Comprehension with Discourse Parsing Yuchen He Zhuosheng Zhang Hai Zhao 72 20 0 07 Oct 2021
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation Siqi Bao H. He Fan Wang Hua Wu Haifeng Wang ... Xinxian Huang Xin Tian Xinchao Xu Yingzhan Lin Zhengyu Niu VLM ALM 57 63 0 20 Sep 2021
Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation Feilong Chen Fandong Meng Xiuyi Chen Peng Li Jie Zhou 86 23 0 17 Sep 2021
Speaker Turn Modeling for Dialogue Act Classification Zihao He Leili Tavabi Kristina Lerman M. Soleymani 104 36 0 10 Sep 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What's Next Yusen Zhang Ansong Ni Tao Yu Rui Zhang Chenguang Zhu Budhaditya Deb Asli Celikyilmaz Ahmed Hassan Awadallah Dragomir R. Radev RALM 125 57 0 10 Sep 2021
Enhanced Speaker-aware Multi-party Multi-turn Dialogue Comprehension Xinbei Ma Zhuosheng Zhang Hai Zhao 62 26 0 09 Sep 2021