sequence modeling

Hungry Hungry Hippos: Towards Language Modeling with State Space Models ICLR 2023 Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning ACL 2023 KDEformer: Accelerating Transformers via Kernel Density Estimation ICML 2023 Large Language Models as General Pattern Machines CoRL 2023 Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Nets ICLR 2023 Liquid Structural State-Space Models ICLR 2023 Long Range Language Modeling via Gated State Spaces ICLR 2023 Manifold-Preserving Transformers are Effective for Short-Long Range Encoding EMNLP 2023 MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers NeurIPS 2023 Mega: Moving Average Equipped Gated Attention ICLR 2023 Morphological Inflection with Phonological Features ACL 2023 Neural Oscillators are Universal NeurIPS 2023 Non-Autoregressive Math Word Problem Solver with Unified Tree Structure EMNLP 2023 PopSign ASL v1.0: An Isolated American Sign Language Dataset Collected via Smartphones NeurIPS 2023 Pretraining Without Attention EMNLP 2023 Recasting Continual Learning as Sequence Modeling NeurIPS 2023 Recasting Self-Attention with Holographic Reduced Representations ICML 2023 RePreM: Representation Pre-training with Masked Model for Reinforcement Learning AAAI 2023 Resurrecting Recurrent Neural Networks for Long Sequences ICML 2023 Semi-Structured Object Sequence Encoders EMNLP 2023 Sequence Modeling with Multiresolution Convolutional Memory ICML 2023 Simple Hardware-Efficient Long Convolutions for Sequence Modeling ICML 2023 Simplified State Space Layers for Sequence Modeling ICLR 2023 Skip-Plan: Procedure Planning in Instructional Videos via Condensed Action Space Learning ICCV 2023 Sparse Modular Activation for Efficient Sequence Modeling NeurIPS 2023