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Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation

28 January 2017

Georgios P. Spithourakis

Lucy Vanderwende

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Papers citing "Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation"

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Title
On the Effectiveness of Integration Methods for Multimodal Dialogue Response Retrieval Seongbo Jang Seonghyeon Lee Dongha Lee Hwanjo Yu 17 0 0 13 Jun 2025
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus Xiaoming Shi Zeming Liu Chenkai Zhang Yiming Lei Haitao Leng ... Qingjie Liu Wanxiang Che Shaoguo Liu Size Li Yanjie Wang 161 1 0 10 Mar 2025
An End-to-End Model for Photo-Sharing Multi-modal Dialogue Generation Peiming Guo Sinuo Liu Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Hao Fei DiffM 151 1 0 16 Aug 2024
A Survey of Personality, Persona, and Profile in Conversational Agents and Chatbots Richard Sutcliffe 133 4 0 31 Dec 2023
See, Say, and Segment: Teaching LMMs to Overcome False Premises Tsung-Han Wu Giscard Biamby David M. Chan Lisa Dunlap Ritwik Gupta Xudong Wang Joseph E. Gonzalez Trevor Darrell VLM MLLM 113 21 0 13 Dec 2023
Large Language Models can Share Images, Too! Young-Jun Lee Dokyong Lee Joo Won Sung Jonghwan Hyeon Ho-Jin Choi MLLM 79 2 0 23 Oct 2023
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts Yunshui Li Binyuan Hui Zhichao Yin Min Yang Fei Huang Yongbin Li MoE 87 21 0 24 May 2023
Building Multimodal AI Chatbots Mingyu Lee 59 3 0 21 Apr 2023
Models of symbol emergence in communication: a conceptual review and a guide for avoiding local minima Julian Zubek Tomasz Korbak J. Rączaszek-Leonardi 60 3 0 08 Mar 2023
TikTalk: A Video-Based Dialogue Dataset for Multi-Modal Chitchat in Real World Hongpeng Lin Ludan Ruan Wenke Xia Peiyu Liu Jing Wen ... Di Hu Ruihua Song Wayne Xin Zhao Qin Jin Zhiwu Lu VGen 85 11 0 14 Jan 2023
DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue Dataset Young-Jun Lee ByungSoo Ko Han-Gyu Kim Jonghwan Hyeon Ho-Jin Choi 89 8 0 08 Dec 2022
Persona-Based Conversational AI: State of the Art and Challenges Junfeng Liu Christopher T. Symons R. Vatsavai 60 12 0 04 Dec 2022
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 99 59 0 10 Nov 2022
Lexical Knowledge Internalization for Neural Dialog Generation Zhiyong Wu Wei Bi Xiang Li Lingpeng Kong B. Kao 65 2 0 04 May 2022
Learning to Express in Knowledge-Grounded Conversation Xueliang Zhao Tingchen Fu Chongyang Tao Wei Wu Dongyan Zhao Rui Yan 58 6 0 12 Apr 2022
Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge Yoonna Jang J. Lim Yuna Hur Dongsuk Oh Suhyune Son Yeonsoo Lee Donghoon Shin Seungryong Kim Heuiseok Lim 93 42 0 16 Dec 2021
The JDDC 2.0 Corpus: A Large-Scale Multimodal Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service Nan Zhao Haoran Li Youzheng Wu Xiaodong He Bowen Zhou 46 9 0 27 Sep 2021
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images Nyoungwoo Lee Suwon Shin Jaegul Choo Ho‐Jin Choi S. Myaeng 60 27 0 19 Jul 2021
PhotoChat: A Human-Human Dialogue Dataset with Photo Sharing Behavior for Joint Image-Text Modeling Xiaoxue Zang Lijuan Liu Maria Wang Yang Song Hao Zhang Jindong Chen VLM 99 60 0 06 Jul 2021
Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation Shuhe Wang Yuxian Meng Xiaofei Sun Leilei Gan Rongbin Ouyang Rui Yan Tianwei Zhang Jiwei Li 66 15 0 30 May 2021
Maria: A Visual Experience Powered Conversational Agent Zujie Liang Huang Hu Can Xu Chongyang Tao Xiubo Geng Yining Chen Fan Liang Daxin Jiang 91 32 0 27 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 225 280 0 10 May 2021
Focused Attention Improves Document-Grounded Generation Shrimai Prabhumoye Kazuma Hashimoto Yingbo Zhou A. Black Ruslan Salakhutdinov 225 41 0 26 Apr 2021
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models Xueliang Zhao Wei Wu Can Xu Chongyang Tao Dongyan Zhao Rui Yan 260 193 0 17 Oct 2020
Multi-Modal Open-Domain Dialogue Kurt Shuster Eric Michael Smith Da Ju Jason Weston AI4CE 137 44 0 02 Oct 2020
The Adapter-Bot: All-In-One Controllable Conversational Model Andrea Madotto Zhaojiang Lin Yejin Bang Pascale Fung 98 63 0 28 Aug 2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 132 52 0 22 Jun 2020
Open Domain Dialogue Generation with Latent Images Ze Yang Wei Wu Huang Hu Can Xu Wei Wang Zhoujun Li 76 30 0 04 Apr 2020
Low-Resource Knowledge-Grounded Dialogue Generation Xueliang Zhao Wei Wu Chongyang Tao Can Xu Dongyan Zhao Rui Yan 117 110 0 24 Feb 2020
Teaching Machines to Converse Jiwei Li 87 4 0 31 Jan 2020
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents Kurt Shuster Da Ju Stephen Roller Emily Dinan Y-Lan Boureau Jason Weston 109 82 0 09 Nov 2019
Contrastive Multi-document Question Generation W. Cho Yizhe Zhang Sudha Rao Asli Celikyilmaz Chenyan Xiong Jianfeng Gao Mengdi Wang Bill Dolan SyDa 121 28 0 08 Nov 2019
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models W. Cho Yizhe Zhang Sudha Rao Chris Brockett Sungjin Lee 79 7 0 25 Oct 2019
Inverse Visual Question Answering with Multi-Level Attentions Yaser Alwatter Yuhong Guo BDL 35 1 0 17 Sep 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 141 136 0 22 Jul 2019
Hindi Visual Genome: A Dataset for Multimodal English-to-Hindi Machine Translation Shantipriya Parida Ondrej Bojar S. Dash 77 63 0 21 Jul 2019
"My Way of Telling a Story": Persona based Grounded Story Generation Shrimai Prabhumoye Khyathi Chandu Ruslan Salakhutdinov A. Black 76 35 0 14 Jun 2019
Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading Lianhui Qin Michel Galley Chris Brockett Xiaodong Liu Xiang Gao W. Dolan Yejin Choi Jianfeng Gao 91 110 0 06 Jun 2019
Challenges in Building Intelligent Open-domain Dialog Systems Minlie Huang Xiaoyan Zhu Jianfeng Gao VLM 150 316 0 13 May 2019
Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts Julia Kruk Jonah Lubin Karan Sikka Xiaoyu Lin Dan Jurafsky Ajay Divakaran 145 96 0 19 Apr 2019
Factor Graph Attention Idan Schwartz Seunghak Yu Tamir Hazan Alex Schwing 130 110 0 11 Apr 2019
A Simple Baseline for Audio-Visual Scene-Aware Dialog Idan Schwartz Alex Schwing Tamir Hazan 87 71 0 11 Apr 2019
An End-to-End Conversational Style Matching Agent Rens Hoegen Deepali Aneja Daniel J. McDuff Mary Czerwinski 81 57 0 04 Apr 2019
Answer-based Adversarial Training for Generating Clarification Questions Sudha Rao Hal Daumé GAN 71 112 0 04 Apr 2019
Learning to Speak and Act in a Fantasy Text Adventure Game Jack Urbanek Angela Fan Siddharth Karamcheti Saachi Jain Samuel Humeau Emily Dinan Tim Rocktaschel Douwe Kiela Arthur Szlam Jason Weston LLMAG 93 207 0 07 Mar 2019
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog Zhe Gan Yu Cheng Ahmed El Kholy Linjie Li Jingjing Liu Jianfeng Gao 106 105 0 01 Feb 2019
Multi-modal dialog for browsing large visual catalogs using exploration-exploitation paradigm in a joint embedding space Indrani Bhattacharya Arkabandhu Chowdhury V. Raykar 37 5 0 28 Jan 2019
The Design and Implementation of XiaoIce, an Empathetic Social Chatbot Li Zhou Jianfeng Gao Di Li Harry Shum 82 608 0 21 Dec 2018
Sequential Attention GAN for Interactive Image Editing Yu Cheng Zhe Gan Yitong Li Jingjing Liu Jianfeng Gao 77 98 0 20 Dec 2018
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context T. Nguyen Shikhar Sharma Hannes Schulz Layla El Asri 69 33 0 17 Dec 2018