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Multi-Modal Learning

1,530 papers

Papers per year

3
109
384
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Papers

Learning to Represent Image and Text with Denotation Graph EMNLP 2020
Does my multimodal model learn cross-modal interactions? It’s harder to tell than you might think! EMNLP 2020
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering EMNLP 2020
Visually Grounded Continual Learning of Compositional Phrases EMNLP 2020
Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents EMNLP 2020
STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering EMNLP 2020
A Visually-grounded First-person Dialogue Dataset with Verbal and Non-verbal Responses EMNLP 2020
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings EMNLP 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT EMNLP 2020
Sub-Instruction Aware Vision-and-Language Navigation EMNLP 2020
Refer, Reuse, Reduce: Generating Subsequent References in Visual and Conversational Contexts EMNLP 2020
Visually Grounded Compound PCFGs EMNLP 2020
ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention EMNLP 2020
Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements EMNLP 2020
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning EMNLP 2020
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP 2020
Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations EMNLP 2020
Entity Linking in 100 Languages EMNLP 2020
VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls EMNLP 2020
Interview: Large-scale Modeling of Media Dialog with Discourse Patterns and Knowledge Grounding EMNLP 2020
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation EMNLP 2020
Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation EMNLP 2020
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking EMNLP 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP 2020
Semi-Supervised Learning for Video Captioning EMNLP 2020