Representation Learning

DIVA: Domain Invariant Variational Autoencoders MIDL 2020 Diverse and Relevant Visual Storytelling with Scene Graph Embeddings CoNLL 2020 Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation EMNLP 2020 Diverse Image Captioning with Context-Object Split Latent Spaces NeurIPS 2020 Diversify Question Generation with Continuous Content Selectors and Question Type Modeling EMNLP 2020 DNNs as Layers of Cooperating Classifiers AAAI 2020 DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding EMNLP 2020 Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment AAAI 2020 Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding ACL 2020 Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? NeurIPS 2020 Do Explicit Alignments Robustly Improve Multilingual Encoders? EMNLP 2020 DoLFIn: Distributions over Latent Features for Interpretability COLING 2020 Do Neural Language Models Show Preferences for Syntactic Formalisms? ACL 2020 Don’t Invite BERT to Drink a Bottle: Modeling the Interpretation of Metonymies Using BERT and Distributional Representations COLING 2020 Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias CVPR 2020 Don’t Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation EMNLP 2020 Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks ACL 2020 Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020 Doubly Stochastic Variational Inference for Neural Processes with Hierarchical Latent Variables ICML 2020 Do We Need to Create Big Datasets to Learn a Task? EMNLP 2020 Do Word Embeddings Capture Spelling Variation? COLING 2020 Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder AAAI 2020 DropNet: Reducing Neural Network Complexity via Iterative Pruning ICML 2020 DRTS Parsing with Structure-Aware Encoding and Decoding ACL 2020 DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification ACL 2020