Learning document embeddings along with their uncertainties. Continual Reinforcement Learning in 3D Non-stationary Environments. BioBERT: a pre-trained biomedical language representation model for biomedical text mining. Learning to Denoise Distantly-Labeled Data for Entity Typing. Neural Contextual Bandits with UCB-based Exploration. Semi-Conditio …

MUSE: Parallel Multi-Scale Attention for Sequence to Sequence Learning. Unsupervised Learning of Landmarks by Descriptor Vector Exchange. Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian. Katecheo: A Portable and Modular System for Multi-Topic Question Answering. Addressing Sample Complexity in …

Automatically Identifying Complaints in Social Media. A Simple Joint Model for Improved Contextual Neural Lemmatization. Learning To Follow Directions in Street View. JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields. Neural Volumes: Learning Dynamic Renderab …

Graduated Optimization of Black-Box Functions. End-to-End Wireframe Parsing. Dream to Control: Learning Behaviors by Latent Imagination. Single Network Panoptic Segmentation for Street Scene Understanding. Drawing early-bird tickets: Towards more efficient training of deep networks. Fine-grained Sentiment Classification using BERT. Memory Bounded O …

A JIT Compiler for Neural Network Inference. Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches. Temporal Collaborative Ranking Via Personalized Transformer. QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization. Light-weight Calibrator: a Separable Component for Unsupe …

Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network. HAKE: Human Activity Knowledge Engine. Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare. EQuANt (Enhanced Question Answer Network). Utilizing BERT for Aspect-Based Se …

Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language. Generalization in Transfer Learning. Model-based Lookahead Reinforcement Learning. Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit. KBSET – Knowledge-Based Support for Scholarly Editing and Text Processing. Three-Way Decisions-B …

Is it a Fruit, an Apple or a Granny Smith? Predicting the Basic Level in a Concept Hierarchy. Multi-Objective Pruning for CNNs Using Genetic Algorithm. Data augmentation with Symbolic-to-Real Image Translation GANs for Traffic Sign Recognition. Exploration via Sample-Efficient Subgoal Design. Multi-Channel Graph Convolutional Networks. Coloring gra …

A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis. Machine learning for subgroup discovery under treatment effect. Unsupervised Domain Adaptation using Graph Transduction Games. ENCORE: Ensemble Learning using Convolution Neural Machine Translation for Autom …

Benchmarking Surrogate-Assisted Genetic Recommender Systems. Text classification with pixel embedding. Frequentist Consistency of Gaussian Process Regression. Stochasticity and Robustness in Spiking Neural Networks. Benchmarking the Robustness of Semantic Segmentation Models. Two Birds, One Stone: A Simple, Unified Model for Text Generation from St …