Deep Learning

Domain Adaptation of SRL Systems for Biological Processes ACL 2019 Domain Adaptation with BERT-based Domain Classification and Data Selection EMNLP 2019 Domain Adaptive Dialog Generation via Meta Learning ACL 2019 Domain Adaptive Text Style Transfer EMNLP 2019 Domain Agnostic Learning with Disentangled Representations ICML 2019 Domain-agnostic Question-Answering with Adversarial Training EMNLP 2019 Domain Generalization by Solving Jigsaw Puzzles CVPR 2019 Domain Generalization via Multidomain Discriminant Analysis UAI 2019 Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification EMNLP 2019 Domain-Specific Batch Normalization for Unsupervised Domain Adaptation CVPR 2019 Domain-Symmetric Networks for Adversarial Domain Adaptation CVPR 2019 DOM-Q-NET: Grounded RL on Structured Language ICLR 2019 Do Multi-hop Readers Dream of Reasoning Chains? EMNLP 2019 Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study ACL 2019 Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse NeurIPS 2019 Don’t Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction EMNLP 2019 Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja EMNLP 2019 Don't let your Discriminator be fooled ICLR 2019 Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases EMNLP 2019 Do Sentence Interactions Matter? Leveraging Sentence Level Representations for Fake News Classification EMNLP 2019 "Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors CVPR 2019 DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL 2019 Double Viterbi: Weight Encoding for High Compression Ratio and Fast On-Chip Reconstruction for Deep Neural Network ICLR 2019 Doubly Reparameterized Gradient Estimators for Monte Carlo Objectives ICLR 2019 Doubly Semi-Implicit Variational Inference AISTATS 2019