Techniques

A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code NAACL 2021 A Span-based Dynamic Local Attention Model for Sequential Sentence Classification ACL 2021 Associative Convolutional Layers AISTATS 2021 A Study into Pre-Training Strategies for Spoken Language Understanding on Dysarthric Speech Interspeech 2021 A Supervised Multi-Head Self-Attention Network for Nested Named Entity Recognition AAAI 2021 Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections ICML 2021 Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees AAAI 2021 Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems AAAI 2021 A Thorough Evaluation of Task-Specific Pretraining for Summarization EMNLP 2021 A Trace-restricted Kronecker-Factored Approximation to Natural Gradient AAAI 2021 Attending Self-Attention: A Case Study of Visually Grounded Supervision in Vision-and-Language Transformers ACL 2021 Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering ACL 2021 Attentional Feature Fusion WACV 2021 Attention-based Contrastive Learning for Winograd Schemas EMNLP 2021 Attention-based Multi-Level Fusion Network for Light Field Depth Estimation AAAI 2021 Attention Beam: An Image Captioning Approach (Student Abstract) AAAI 2021 Attention Bottlenecks for Multimodal Fusion NeurIPS 2021 Attention Calibration for Transformer in Neural Machine Translation ACL 2021 Attention-Guided Image Compression by Deep Reconstruction of Compressive Sensed Saliency Skeleton CVPR 2021 AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions EMNLP 2021 Attention via Scattering Transforms for Segmentation of Small Intravascular Ultrasound Data Sets MIDL 2021 Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions EMNLP 2021 AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling CVPR 2021 Attentive Neural Point Processes for Event Forecasting AAAI 2021 Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes AAAI 2021