Deep Learning

How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization EMNLP 2020 How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence ACL 2020 How Does Selective Mechanism Improve Self-Attention Networks? ACL 2020 How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? EMNLP 2020 How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT’s Attention COLING 2020 How Good is SGD with Random Shuffling? COLT 2020 How Good is the Bayes Posterior in Deep Neural Networks Really? ICML 2020 How hard is to distinguish graphs with graph neural networks? NeurIPS 2020 How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text COLING 2020 How much complexity does an RNN architecture need to learn syntax-sensitive dependencies? ACL 2020 How Much Deep Learning does Neural Style Transfer Really Need? An Ablation Study WACV 2020 How much Position Information Do Convolutional Neural Networks Encode? ICLR 2020 How Much Time Do You Have? Modeling Multi-Duration Saliency CVPR 2020 How Positive Are You: Text Style Transfer using Adaptive Style Embedding COLING 2020 How recurrent networks implement contextual processing in sentiment analysis ICML 2020 How Should Markup Tags Be Translated? EMNLP 2020 How to 0wn the NAS in Your Spare Time ICLR 2020 How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions AAAI 2020 How to Ask Good Questions? Try to Leverage Paraphrases ACL 2020 How to Characterize The Landscape of Overparameterized Convolutional Neural Networks NeurIPS 2020 How to Learn a Useful Critic? Model-based Action-Gradient-Estimator Policy Optimization NeurIPS 2020 How to Make Neural Natural Language Generation as Reliable as Templates in Task-Oriented Dialogue EMNLP 2020 How to Predict Seawater Temperature for Sustainable Marine Aquaculture (Student Abstract) AAAI 2020 How to Tame Your Data: Data Augmentation for Dialog State Tracking ACL 2020 How to Train Your Deep Multi-Object Tracker CVPR 2020