Transformers

On the Importance of Word Boundaries in Character-level Neural Machine Translation EMNLP 2019 On the Robustness of Self-Attentive Models ACL 2019 On the Turing Completeness of Modern Neural Network Architectures ICLR 2019 On the use of BERT for Neural Machine Translation EMNLP 2019 Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text EMNLP 2019 Open Sesame: Getting inside BERT’s Linguistic Knowledge ACL 2019 Our Neural Machine Translation Systems for WAT 2019 EMNLP 2019 PaperRobot: Incremental Draft Generation of Scientific Ideas ACL 2019 Pay “Attention” to your Context when Classifying Abusive Language ACL 2019 PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval CVPR 2019 Permutation-Invariant Feature Restructuring for Correlation-Aware Image Set-Based Recognition ICCV 2019 Phonetic Normalization for Machine Translation of User Generated Content EMNLP 2019 Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-Based Sequence to Sequence Network AAAI 2019 Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval CVPR 2019 Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features AAAI 2019 Pretrained Ensemble Learning for Fine-Grained Propaganda Detection EMNLP 2019 Pre-training of Graph Augmented Transformers for Medication Recommendation IJCAI 2019 Prosodic Phrase Alignment for Machine Dubbing Interspeech 2019 Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation ACL 2019 Pyramid Memory Block and Timestep Attention for Speech Emotion Recognition Interspeech 2019 Quantity doesn’t buy quality syntax with neural language models EMNLP 2019 Question Answering Using Hierarchical Attention on Top of BERT Features EMNLP 2019 Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension ACL 2019 Realistic Image Generation using Region-phrase Attention ACML 2019 Real-Time Neural Text-to-Speech with Sequence-to-Sequence Acoustic Model and WaveGlow or Single Gaussian WaveRNN Vocoders Interspeech 2019