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Transformers

10,397 papers

Papers per year

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Papers

Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention EMNLP 2019
Hierarchical Pointer Net Parsing EMNLP 2019
Tree Transformer: Integrating Tree Structures into Self-Attention EMNLP 2019
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons EMNLP 2019
Recurrent Positional Embedding for Neural Machine Translation EMNLP 2019
Self-Attention with Structural Position Representations EMNLP 2019
Efficient Convolutional Neural Networks for Diacritic Restoration EMNLP 2019
Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation EMNLP 2019
Cross-Lingual Machine Reading Comprehension EMNLP 2019
Multi-label Categorization of Accounts of Sexism using a Neural Framework EMNLP 2019
Adaptive Parameterization for Neural Dialogue Generation EMNLP 2019
Video Dialog via Progressive Inference and Cross-Transformer EMNLP 2019
Adaptively Sparse Transformers EMNLP 2019
How well do NLI models capture verb veridicality? EMNLP 2019
Asynchronous Deep Interaction Network for Natural Language Inference EMNLP 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019
Concept Pointer Network for Abstractive Summarization EMNLP 2019
Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) EMNLP 2019
Deep Copycat Networks for Text-to-Text Generation EMNLP 2019
“Transforming” Delete, Retrieve, Generate Approach for Controlled Text Style Transfer EMNLP 2019
Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval EMNLP 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge EMNLP 2019
SciBERT: A Pretrained Language Model for Scientific Text EMNLP 2019
Humor Detection: A Transformer Gets the Last Laugh EMNLP 2019
Text Summarization with Pretrained Encoders EMNLP 2019