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 …

AI Feynman: a Physics-Inspired Method for Symbolic Regression. Neural Logic Machines. Enhancing Relation Extraction Using Syntactic Indicators and Sentential Contexts. BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks. Baconian: A Unified Opensource Framework for Model-Based Reinforcement Learning. Revisit …

Robust sound event detection in bioacoustic sensor networks. Learning Metrics from Teachers: Compact Networks for Image Embedding. SciBERT: A Pretrained Language Model for Scientific Text. Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data. Learning to synthesise the ageing brain without longitudinal data. A …

Robust Histopathology Image Analysis: To Label or to Synthesize?. End-To-End Interpretable Neural Motion Planner. Learning Binary Code for Personalized Fashion Recommendation. Goal-Oriented End-to-End Conversational Models with Profile Features in a Real-World Setting. Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manua …