Transformers

3D Scene Reconstruction With Multi-Layer Depth and Epipolar Transformers ICCV 2019 Abstractive Summarization: A Survey of the State of the Art AAAI 2019 Abstract Text Summarization: A Low Resource Challenge EMNLP 2019 A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions CoNLL 2019 A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis EMNLP 2019 A Comparison of Deep Learning Methods for Language Understanding Interspeech 2019 Adapting Transformer to End-to-End Spoken Language Translation Interspeech 2019 Adapting Translation Models for Transcript Disfluency Detection AAAI 2019 Adaptive Attention Span in Transformers ACL 2019 Adaptively Sparse Transformers EMNLP 2019 Adaptive Parameterization for Neural Dialogue Generation EMNLP 2019 A Deep Learning-Based System for PharmaCoNER EMNLP 2019 Advancing Sequence-to-Sequence Based Speech Recognition Interspeech 2019 A Gated Self-attention Memory Network for Answer Selection EMNLP 2019 Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching EMNLP 2019 A Hybrid Neural Network Model for Commonsense Reasoning EMNLP 2019 Almost Unsupervised Text to Speech and Automatic Speech Recognition ICML 2019 A logical-based corpus for cross-lingual evaluation EMNLP 2019 AMR Parsing as Sequence-to-Graph Transduction ACL 2019 A Multiscale Visualization of Attention in the Transformer Model ACL 2019 ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT SemEval 2019 An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss AAAI 2019 Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned ACL 2019 Analyzing the Structure of Attention in a Transformer Language Model ACL 2019 An Analysis of Local Monotonic Attention Variants Interspeech 2019