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sequence modeling

287 papers

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Co-occurring keywords

recurrent neural network (1790) transformer architecture (1555) attention mechanism (3975) state space model (387) neural network (6616) long short-term memory (748) representation learning (6174) language modeling (655) offline reinforcement learning (492) neural machine translation (2310)

Papers

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