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Multi-Modal Learning

1213 directly classified papers

Papers per year

Papers

VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts NIPS 2022
Towards Language-Free Training for Text-to-Image Generation CVPR 2022
Searching for fingerspelled content in American Sign Language ACL 2022
Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
Multimodal Dialogue Response Generation ACL 2022
Incorporating Stock Market Signals for Twitter Stance Detection ACL 2022
MMCoQA: Conversational Question Answering over Text, Tables, and Images ACL 2022
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types ACL 2022
Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors ACL 2022
An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection ACL 2022
Modular and Parameter-Efficient Multimodal Fusion with Prompting ACL 2022
Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract) AAAI 2022
Memotion Analysis through the Lens of Joint Embedding (Student Abstract) AAAI 2022
Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract) AAAI 2022
College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 2022
Federated Multi-Task Attention for Cross-Individual Human Activity Recognition IJCAI 2022
Cross-modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation IJCAI 2022
Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention IJCAI 2022
Improving Cross-domain, Cross-lingual and Multi-modal Deception Detection ACL 2022
Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning AAAI 2022
Harvest – a System for Creating Structured Rate Filing Data from Filing PDFs AAAI 2022
Sentiment and Emotion-Aware Multi-Modal Complaint Identification AAAI 2022
Multilingual Code Snippets Training for Program Translation AAAI 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022