Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation. Single Versus Union: Non-parallel Support Vector Machine Frameworks. Generalization Bounds in the Predict-then-Optimize Framework. Network of Evolvable Neural Units: Evolving to Learn at a Synaptic Level. Transform-Domain Classification of Human Cells based …

Reading Like HER: Human Reading Inspired Extractive Summarization. Improving Multi-label Emotion Classification by Integrating both General and Domain-specific Knowledge. Findings of the WMT 2019 Shared Task on Parallel Corpus Filtering for Low-Resource Conditions. Learning Personalized Modular Network Guided by Structured Knowledge. Typography Wit …

k-Means Clustering of Lines for Big Data. Revisiting NMT for Normalization of Early English Letters. Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration. MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation. Frame-Consistent Recurrent Video Deraining With Dual-Le …

Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation. Bayesian Deep Learning via Stochastic Gradient MCMC with a Stochastic Approximation Adaptation. SOURCE: SOURce-Conditional Elmo-style Model for Machine Translation Quality Estimation. Bayesian Learning for Neural Dependency Parsing. Typological Features for …

E2GAN: End-to-End Generative Adversarial Network or Multivariate Time Series Imputation. Contextualized context2vec. The Myth of Double-Blind Review Revisited: ACL vs. EMNLP. Interpretability Analysis of Heartbeat Classification Based on Heartbeat Activity’s Global Sequence Features and BiLSTM-Attention Neural Network. Stance Detection in Code-Mixe …

``A Buster Keaton of Linguistics’': First Automated Approaches for the Extraction of Vossian Antonomasia. Proceedings of TyP-NLP: The First Workshop on Typology for Polyglot NLP. sthruggle at SemEval-2019 Task 5: An Ensemble Approach to Hate Speech Detection. On the Relation between Position Information and Sentence Length in Neural Machine Transla …