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awesome-multimodal-convai
Paper reading list for Multimodal Conversational AI
https://github.com/holylovenia/awesome-multimodal-convai
Last synced: 3 days ago
JSON representation
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:bookmark_tabs: Research Papers
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:monocle_face: Multimodal Machine Learning
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **Deep Multimodal Representation Learning: A Survey**
- **Modality-specific Learning Rates for Effective Multimodal Additive Late-fusion**
- **A survey on deep learning for multimodal data fusion**
- **On Vision Features in Multimodal Machine Translation**
- **Multimodal machine translation through visuals and speech**
- **Multimodal Transformer for Multimodal Machine Translation**
- **Probing the Need for Visual Context in Multimodal Machine Translation**
- **Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition**
- **Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation**
- **RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining**
- **Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **A survey on deep learning for multimodal data fusion**
- **Multimodal machine translation through visuals and speech**
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:face_in_clouds: ConvAI Tasks
- **Visual question answering: a state-of-the-art review**
- **Visual Dialog** - mlp-lab/visdial)
- **Dialogue systems with audio context**
- **Spoken Dialogue System for a Human-like Conversational Robot ERICA**
- **Bridging Text and Video: A Universal Multimodal Transformer for Audio-Visual Scene-Aware Dialog** - AVSD)
- **Multimodal Dialogue State Tracking By QA Approach with Data Augmentation**
- **Multi-step Joint-Modality Attention Network for Scene-Aware Dialogue System**
- **Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems**
- **Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues**
- **DMRFNet: Deep Multimodal Reasoning and Fusion for Visual Question Answering and explanation generation**
- **Visual question answering: a state-of-the-art review**
- **RUBi: Reducing Unimodal Biases for Visual Question Answering**
- **Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis**
- **Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors**
- **Multimodal Sarcasm Target Identification in Tweets**
- **M-SENA: An Integrated Platform for Multimodal Sentiment Analysis**
- **Weakly-supervised Multi-task Learning for Multimodal Affect Recognition**
- **M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues**
- **UniTranSeR: A Unified Transformer Semantic Representation Framework for Multimodal Task-Oriented Dialog System**
- **Multimodal Dialogue Response Generation**
- **Two Causal Principles for Improving Visual Dialog**
- **Ordinal and Attribute Aware Response Generation in a Multimodal Dialogue System**
- **A Knowledge-Grounded Multimodal Search-Based Conversational Agent** - Oriented Conversational AI, EMNLP_.
- **Improving Context Modelling in Multimodal Dialogue Generation**
- **Dialog-based Interactive Image Retrieval** - retrieval)
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Murel: Multimodal relational reasoning for visual question answering**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
- **Visual question answering: a state-of-the-art review**
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:100: Evaluation
- **Survey on evaluation methods for dialogue systems**
- **MultiBench: Multiscale Benchmarks for Multimodal Representation Learning**
- **Survey on evaluation methods for dialogue systems**
- **Collection of Multimodal Dialog Data and Analysis of the Result of Annotation of Users’ Interest Level**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
- **Survey on evaluation methods for dialogue systems**
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:robot: Interface, Experience, and Interaction
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Conversation is Multimodal: Thus Conversational User Interfaces should be as well**
- **Multimodal Analysis of Interruptions** - Computer Interaction, Springer_.
- **The origin of human multi-modal communication**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
- **Virtual intimacy in human-embodied conversational agent interactions: the influence of multimodality on its perception**
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:card_file_box: Dataset and Challenges
- **EmoSen: Generating Sentiment and Emotion Controlled Responses in a Multimodal Dialogue System**
- **Knowledge Grounded Multimodal Dialog Generation in Task-oriented Settings**
- **MSCTD: A Multimodal Sentiment Chat Translation Dataset**
- **CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI**
- **Towards Expressive Communication with Internet Memes: A New Multimodal Conversation Dataset and Benchmark** - MOD) <code>Chinese</code>
- **SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations**
- **MEISD: A Multimodal Multi-Label Emotion, Intensity and Sentiment Dialogue Dataset for Emotion Recognition and Sentiment Analysis in Conversations**
- **Situated and Interactive Multimodal Conversations**
- **ManyModalQA: Modality Disambiguation and QA over Diverse Inputs**
- **Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)**
- **CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog** - dialog)
- **MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations** - meld.github.io/)
- **VQA-Med: Overview of the Medical Visual Question Answering Task at ImageCLEF 2019**
- **Towards Building Large Scale Multimodal Domain-Aware Conversation Systems**
- **Talk the Walk: Navigating New York City through Grounded Dialogue**
- **EmoSen: Generating Sentiment and Emotion Controlled Responses in a Multimodal Dialogue System**
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Analysis
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:nerd_face: Multimodal Surveys
- **Recent Advances and Trends in Multimodal Deep Learning: A Review**
- **Multimodal Intelligence: Representation Learning, Information Fusion, and Applications**
- **Experience Grounds Language**
- **Multimodal Machine Learning: A Survey and Taxonomy**
- **Deep Multimodal Learning: A Survey on Recent Advances and Trends**
- **Multimodal Conversational AI: A Survey of Datasets and Approaches**
- **Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods**
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💬 Conversational AI Surveys
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:bookmark: Articles, Tutorials, and Presentations
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:robot: Interface, Experience, and Interaction
- **Guest Editorial: Image and Language Understanding**
- **Multimodal Machine Learning: Integrating Language, Vision and Speech**
- **Multimodal Machine Learning**
- **Guest Editorial: Image and Language Understanding**
- **Multimodal Learning and Reasoning**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
- **Guest Editorial: Image and Language Understanding**
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