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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

Interview: Large-scale Modeling of Media Dialog with Discourse Patterns and Knowledge Grounding EMNLP 2020
VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls EMNLP 2020
Entity Linking in 100 Languages EMNLP 2020
Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations EMNLP 2020
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP 2020
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning EMNLP 2020
Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements EMNLP 2020
ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention EMNLP 2020
Visually Grounded Compound PCFGs EMNLP 2020
Refer, Reuse, Reduce: Generating Subsequent References in Visual and Conversational Contexts EMNLP 2020
Sub-Instruction Aware Vision-and-Language Navigation EMNLP 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT EMNLP 2020
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings EMNLP 2020
A Visually-grounded First-person Dialogue Dataset with Verbal and Non-verbal Responses EMNLP 2020
STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering EMNLP 2020
Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents EMNLP 2020
Visually Grounded Continual Learning of Compositional Phrases EMNLP 2020
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering EMNLP 2020
Modality Shifting Attention Network for Multi-Modal Video Question Answering CVPR 2020
Attention-over-Attention Field-Aware Factorization Machine AAAI 2020
Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from Glyphs ACL 2020
12-in-1: Multi-Task Vision and Language Representation Learning CVPR 2020
Hierarchical Human Parsing With Typed Part-Relation Reasoning CVPR 2020
Don’t Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings EMNLP 2020
Wish You Were Here: Context-Aware Human Generation CVPR 2020