Classification and Clustering of Arguments with Contextualized Word Embeddings. The Complexity of Morality: Checking Markov Blanket Consistency with DAGs via Morality. Enriching Pre-trained Language Model with Entity Information for Relation Classification. Mastering the Game of Sungka from Random Play. Subword ELMo. A Skeleton-bridged Deep Learnin …

A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning. DeepTemporalSeg: Temporally Consistent Semantic Segmentation of 3D LiDAR Scans. DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image. Deep Neural Models for Medical Concept Normalization in User-Generated Texts. Temporal Atte …

Multilingual ASR with Massive Data Augmentation. Composing Diverse Policies for Temporally Extended Tasks. An Introduction to Variational Autoencoders. A Joint Model for Multimodal Document Quality Assessment. A binary-activation, multi-level weight RNN and training algorithm for processing-in-memory inference with eNVM. TACAM: Topic And Context Aw …

Dynamic Face Video Segmentation via Reinforcement Learning. Improving Semantic Segmentation of Aerial Images Using Patch-based Attention. Disentangled Representation Learning with Information Maximizing Autoencoder. TBT: Targeted Neural Network Attack with Bit Trojan. Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satell …

A Note on Bounding Regret of the C$^2$UCB Contextual Combinatorial Bandit. Approximate Sampling using an Accelerated Metropolis-Hastings based on Bayesian Optimization and Gaussian Processes. Distributionally Robust Optimization with Correlated Data from Vector Autoregressive Processes. RATQ: A Universal Fixed-Length Quantizer for Stochastic Optimi …

Transfer-Learning Oriented Class Imbalance Learning for Cross-Project Defect Prediction. Argument Component Classification for Classroom Discussions. Deep Learning for Fine-Grained Image Analysis: A Survey. Stock Price Forecasting and Hypothesis Testing Using Neural Networks. Equipping Experts/Bandits with Long-term Memory. Differential Privacy for …

GenderQuant: Quantifying Mention-Level Genderedness. Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning. Coached Conversational Preference Elicitation: A Case Study in Understanding Movie Preferences. Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Appr …

Proceedings of the 6th Workshop on Argument Mining. Unsupervised Rewriter for Multi-Sentence Compression. Multi-Task Multi-Sensor Fusion for 3D Object Detection. EmoSense at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations. UC Davis at SemEval-2019 Task 1: DAG Semantic Parsing with Attention- …

Revealing and Predicting Online Persuasion Strategy with Elementary Units. Do Language Models Have Common Sense?. UCSYNLP-Lab Machine Translation Systems for WAT 2019. Time-series Generative Adversarial Networks. Label Embedding using Hierarchical Structure of Labels for Twitter Classification. Decompositional Argument Mining: A General Purpose App …

Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo. Detection of Adverse Drug Reaction in Tweets Using a Combination of Heterogeneous Word Embeddings. A Simple Approach to Classify Fictional and Non-Fictional Genres. Dynamic Recursive Neural Network. Think out of the “Box”: Generically-Constrained Asynchronous Composite Optimization a …

Unsupervised Joint Training of Bilingual Word Embeddings. Learning to Reinforcement Learn by Imitation. ON THE USE OF CONVOLUTIONAL AUTO-ENCODER FOR INCREMENTAL CLASSIFIER LEARNING IN CONTEXT AWARE ADVERTISEMENT. Generative Adversarial Models for Learning Private and Fair Representations. Deep Depth From Aberration Map. SYSTRAN @ WNGT 2019: DGT Tas …

Partitioning Structure Learning for Segmented Linear Regression Trees. Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates. Approximate Feature Collisions in Neural Nets. A Streamlined Method for Sourcing Discourse-level Argumentation Annotations from the Crowd. Optimal Sparsity-Sensitive Bounds for Distributed Mean Estima …

TARGER: Neural Argument Mining at Your Fingertips. Regret Minimization for Reinforcement Learning with Vectorial Feedback and Complex Objectives. Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification. Projected Stein Variational Newton: A Fast and Scalable Bayesian Inference Method in High Dim …

Coverage Path Planning using Path Primitive Sampling and Primitive Coverage Graph for Visual Inspection. Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection. Daniel@FinTOC-2019 Shared Task : TOC Extraction and Title Detection. Pseudonymisation of Swedish Electronic Patient Records Using a Rule-Based Approach …

Normalising Non-standardised Orthography in Algerian Code-switched User-generated Data. Multi-Channel Convolutional Neural Network for Twitter Emotion and Sentiment Recognition. Hyperspectral Imaging With Random Printed Mask. End-to-End Neural Context Reconstruction in Chinese Dialogue. Classification of Semantic Paraphasias: Optimization of a Word …