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Pretraining

2,483 papers

Papers per year

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Papers

Multi-label Categorization of Accounts of Sexism using a Neural Framework EMNLP 2019
Language Models as Knowledge Bases? EMNLP 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited EMNLP 2019
Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts EMNLP 2019
Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer EMNLP 2019
SciBERT: A Pretrained Language Model for Scientific Text EMNLP 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation EMNLP 2019
Visualizing and Understanding the Effectiveness of BERT EMNLP 2019
Cloze-driven Pretraining of Self-attention Networks EMNLP 2019
In Plain Sight: Media Bias Through the Lens of Factual Reporting EMNLP 2019
A Deep Learning-Based System for PharmaCoNER EMNLP 2019
UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition EMNLP 2019
Recycling a Pre-trained BERT Encoder for Neural Machine Translation EMNLP 2019
Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension EMNLP 2019
Book QA: Stories of Challenges and Opportunities EMNLP 2019
Extractive NarrativeQA with Heuristic Pre-Training EMNLP 2019
Learning Lightweight Lane Detection CNNs by Self Attention Distillation ICCV 2019
Image Generation From Small Datasets via Batch Statistics Adaptation ICCV 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data ICCV 2019
Meta-Sim: Learning to Generate Synthetic Datasets ICCV 2019
End-to-End Learning of Representations for Asynchronous Event-Based Data ICCV 2019
Objects365: A Large-Scale, High-Quality Dataset for Object Detection ICCV 2019
Estimating Information Flow in Deep Neural Networks ICML 2019
Efficient Training of BERT by Progressively Stacking ICML 2019