Attention

Not All Attention Is Needed: Gated Attention Network for Sequence Data AAAI 2020 On Identifiability in Transformers ICLR 2020 Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning CVPR 2020 Rethinking Self-Attention: Towards Interpretability in Neural Parsing EMNLP 2020 Staying True to Your Word: (How) Can Attention Become Explanation? ACL 2020 Syntactically Look-Ahead Attention Network for Sentence Compression AAAI 2020 Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention ICLR 2020 Weakly-Supervised Action Localization by Generative Attention Modeling CVPR 2020 A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset AAAI 2019 Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned ACL 2019 An Attentive Memory Network Integrated with Aspect Dependency for Document-Level Multi-Aspect Sentiment Classification ACML 2019 Attention Guided Imitation Learning and Reinforcement Learning AAAI 2019 Attention, Learn to Solve Routing Problems! ICLR 2019 CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019 Deep Dual Relation Modeling for Egocentric Interaction Recognition CVPR 2019 Detecting Political Bias in News Articles Using Headline Attention ACL 2019 Improving Relation Extraction with Knowledge-attention EMNLP 2019 Motion Guided Spatial Attention for Video Captioning AAAI 2019 Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text EMNLP 2019 Posterior Attention Models for Sequence to Sequence Learning ICLR 2019 Question Answering Using Hierarchical Attention on Top of BERT Features EMNLP 2019 SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction CVPR 2019 Towards Universal Object Detection by Domain Attention CVPR 2019 An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation EMNLP 2018 Attentive Statistics Pooling for Deep Speaker Embedding Interspeech 2018