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Pretraining

2471 directly classified papers

Papers per year

Papers

ZQM at SemEval-2019 Task9: A Single Layer CNN Based on Pre-trained Model for Suggestion Mining SEMEVAL 2019
Extractive NarrativeQA with Heuristic Pre-Training EMNLP 2019
Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks CVPR 2019
Estimating Information Flow in Deep Neural Networks ICML 2019
On The Power of Curriculum Learning in Training Deep Networks ICML 2019
HHU at SemEval-2019 Task 6: Context Does Matter - Tackling Offensive Language Identification and Categorization with ELMo SEMEVAL 2019
Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network SEMEVAL 2019
Objects365: A Large-Scale, High-Quality Dataset for Object Detection ICCV 2019
An Attentive Fine-Grained Entity Typing Model with Latent Type Representation IJCNLP 2019
In Plain Sight: Media Bias Through the Lens of Factual Reporting EMNLP 2019
Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data CVPR 2019
Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension EMNLP 2019
Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer EMNLP 2019
Visualizing and Understanding the Effectiveness of BERT EMNLP 2019
Survey Talk: Modeling in Automatic Speech Recognition: Beyond Hidden Markov Models INTERSPEECH 2019
Matching the Blanks: Distributional Similarity for Relation Learning ACL 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL 2019
CUED@WMT19:EWC&LMs ACL 2019
Visualizing and Understanding the Effectiveness of BERT IJCNLP 2019
Efficient Training of BERT by Progressively Stacking ICML 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives IJCNLP 2019
Event Representation Learning Enhanced with External Commonsense Knowledge IJCNLP 2019
Recycling a Pre-trained BERT Encoder for Neural Machine Translation EMNLP 2019
UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations IJCNLP 2019