ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training Chia-Yu ChenJiamin Niet al.2020NeurIPS 2020
Heavy-tailed Representations, Text Polarity Classification & Data AugmentationHamid JalalzaiPierre Colomboet al.2020NeurIPS 2020
Multilabel Classification by Hierarchical Partitioning and Data-dependent GroupingShashanka UbaruSanjeeb Dashet al.2020NeurIPS 2020
Entity and Relation Linking is All You Need for KGQASukannya PurkayathaSaswati Danaet al.2020NeurIPS 2020
Data augmentation strategies to improve reaction yield predictions and estimate uncertaintyPhilippe SchwallerAlain Vaucheret al.2020NeurIPS 2020
Pre-training Protein Language Models with Label-Agnostic Binding Pairs Enhances Performance in Downstream TasksModestas FilipaviciusMatteo Manicaet al.2020NeurIPS 2020
Quality Estimation & Interpretability for Code TranslationMayank AgarwalKartik Talamadupulaet al.2020NeurIPS 2020
KR2ML: Knowledge Representation Meets Machine LearningVeronika ThostKartik Talamadupulaet al.2020NeurIPS 2020
Happy Are Those Who Grade without Seeing: A Multi-Task Learning Approach to Grade Essays Using Gaze BehaviourSandeep MathiasRudra Murthy Venkataramanaet al.2020AACL-IJCNLP 2020