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Pretraining

2471 directly classified papers

Papers per year

Papers

Multilingual Constituency Parsing with Self-Attention and Pre-Training ACL 2019
Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation ACL 2019
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ACL 2019
A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension ACL 2019
Language Models as Knowledge Bases? EMNLP 2019
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation EMNLP 2019
Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty AAAI 2019
Towards Robust Named Entity Recognition for Historic German ACL 2019
Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition INTERSPEECH 2019
AI-Sketcher : A Deep Generative Model for Producing High-Quality Sketches AAAI 2019
Automated Essay Scoring with Discourse-Aware Neural Models ACL 2019
Understanding and Visualizing Deep Visual Saliency Models CVPR 2019
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model ACL 2019
Variational Pretraining for Semi-supervised Text Classification ACL 2019
Deeply-Supervised Knowledge Synergy CVPR 2019
ABC: A Big CAD Model Dataset for Geometric Deep Learning CVPR 2019
Effective Use of Transformer Networks for Entity Tracking EMNLP 2019
A Generative Appearance Model for End-To-End Video Object Segmentation CVPR 2019
Opinion Mining with Deep Contextualized Embeddings NAACL 2019
Scene Categorization From Contours: Medial Axis Based Salience Measures CVPR 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems ACL 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization ACL 2019
ERNIE: Enhanced Language Representation with Informative Entities ACL 2019
Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition CVPR 2019
Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection CVPR 2019