sequence modeling

A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling Interspeech 2021 A Bottom-Up DAG Structure Extraction Model for Math Word Problems AAAI 2021 A Computational Approach to Sign Language Understanding AAAI 2021 Combiner: Full Attention Transformer with Sparse Computation Cost NeurIPS 2021 Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks AAAI 2021 Decision Transformer: Reinforcement Learning via Sequence Modeling NeurIPS 2021 DeepCAD: A Deep Generative Network for Computer-Aided Design Models ICCV 2021 Incorporating Circumstances into Narrative Event Prediction EMNLP 2021 Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting AAAI 2021 Learning and Generalization in RNNs NeurIPS 2021 Learning Mathematical Properties of Integers EMNLP 2021 Lexicon Learning for Few Shot Sequence Modeling ACL 2021 Luna: Linear Unified Nested Attention NeurIPS 2021 MLE-Guided Parameter Search for Task Loss Minimization in Neural Sequence Modeling AAAI 2021 Mode recovery in neural autoregressive sequence modeling ACL 2021 Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation ACL 2021 Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021 Offline Reinforcement Learning as One Big Sequence Modeling Problem NeurIPS 2021 On the Memory Mechanism of Tensor-Power Recurrent Models AISTATS 2021 Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling NeurIPS 2021 Random Feature Attention ICLR 2021 Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences AAAI 2021 Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention ACL 2021 Shuffling Recurrent Neural Networks AAAI 2021 Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network NeurIPS 2021