sequence model

Koopman Neural Operator Forecaster for Time-series with Temporal Distributional Shifts ICLR 2023 Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NeurIPS 2023 Large Decision Models IJCAI 2023 Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions NeurIPS 2023 Next POI Recommendation with Dynamic Graph and Explicit Dependency AAAI 2023 Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction NeurIPS 2023 Planning with Sequence Models through Iterative Energy Minimization ICLR 2023 Simple Hardware-Efficient Long Convolutions for Sequence Modeling ICML 2023 Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022 Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models EMNLP 2022 Grapheme-to-Phoneme Conversion for Thai using Neural Regression Models NAACL 2022 Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs NeurIPS 2022 Multi-Agent Reinforcement Learning is a Sequence Modeling Problem NeurIPS 2022 Multistate analysis with infinite mixtures of Markov chains UAI 2022 On the Parameterization and Initialization of Diagonal State Space Models NeurIPS 2022 On the Uncomputability of Partition Functions in Energy-Based Sequence Models ICLR 2022 Predictive Querying for Autoregressive Neural Sequence Models NeurIPS 2022 Style Equalization: Unsupervised Learning of Controllable Generative Sequence Models ICML 2022 Using Fluency Representation Learned from Sequential Raw Features for Improving Non-native Fluency Scoring Interspeech 2022 A generative nonparametric Bayesian model for whole genomes NeurIPS 2021 Attentive Neural Point Processes for Event Forecasting AAAI 2021 Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers NeurIPS 2021 Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning NeurIPS 2021 Knowledge-aware Leap-LSTM: Integrating Prior Knowledge into Leap-LSTM towards Faster Long Text Classification AAAI 2021 Learning and Analyzing Generation Order for Undirected Sequence Models EMNLP 2021