Adversarial NLI: A New Benchmark for Natural Language Understanding
Massively Multilingual Neural Machine Translation
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning
CE-Net: Context Encoder Network for 2D Medical Image Segmentation
BitTrain: Sparse Bitmap Compression for Memory-Efficient Training on the Edge
Mixed Precision Training
Adversarial Representation Learning for Robust Privacy Preservation in\n Audio
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Whitening Sentence Representations for Better Semantics and Faster Retrieval
Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
TextBoxes++: A Single-Shot Oriented Scene Text Detector
Making Pre-trained Language Models Better Few-shot Learners
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
Neural Natural Language Inference Models Enhanced with External Knowledge
Robust Optimization for Multilingual Translation with Imbalanced Data
Deep Fragment Embeddings for Bidirectional Image Sentence Mapping
Deep Directed Generative Autoencoders
Ecological Consequences of Trophic Cascades: A Global Perspective
Distilling the Knowledge in a Neural Network