Pretraining

Multilingual Constituency Parsing with Self-Attention and Pre-Training ACL 2019 Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019 MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting IJCAI 2019 Neural Network to Identify Personal Health Experience Mention in Tweets Using BioBERT Embeddings ACL 2019 Objects365: A Large-Scale, High-Quality Dataset for Object Detection ICCV 2019 OleNet at SemEval-2019 Task 9: BERT based Multi-Perspective Models for Suggestion Mining SemEval 2019 On The Power of Curriculum Learning in Training Deep Networks ICML 2019 Opinion Mining with Deep Contextualized Embeddings NAACL 2019 PANLP at MEDIQA 2019: Pre-trained Language Models, Transfer Learning and Knowledge Distillation ACL 2019 Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment ACL 2019 PopBots: Designing an Artificial Intelligence Curriculum for Early Childhood Education AAAI 2019 Pretraining Methods for Dialog Context Representation Learning ACL 2019 Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation ACL 2019 Recycling a Pre-trained BERT Encoder for Neural Machine Translation EMNLP 2019 Revisiting Self-Supervised Visual Representation Learning CVPR 2019 Robust Navigation with Language Pretraining and Stochastic Sampling EMNLP 2019 R-Vectors: New Technique for Adaptation to Room Acoustics Interspeech 2019 Saccader: Improving Accuracy of Hard Attention Models for Vision NeurIPS 2019 Scene Categorization From Contours: Medial Axis Based Salience Measures CVPR 2019 SciBERT: A Pretrained Language Model for Scientific Text EMNLP 2019 Sentence Centrality Revisited for Unsupervised Summarization ACL 2019 Snapshot Distillation: Teacher-Student Optimization in One Generation CVPR 2019 Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model ACL 2019 Survey Talk: Modeling in Automatic Speech Recognition: Beyond Hidden Markov Models Interspeech 2019 Synthetic QA Corpora Generation with Roundtrip Consistency ACL 2019