Sequence Modeling

Joint Transformer/RNN Architecture for Gesture Typing in Indic Languages COLING 2020 Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction EMNLP 2020 Neural Temporal Opinion Modelling for Opinion Prediction on Twitter ACL 2020 NeuSpell: A Neural Spelling Correction Toolkit EMNLP 2020 PeTra: A Sparsely Supervised Memory Model for People Tracking ACL 2020 Scaling Hidden Markov Language Models EMNLP 2020 System Identification with Time-Aware Neural Sequence Models AAAI 2020 Temporal Pyramid Recurrent Neural Network AAAI 2020 Unfolding recurrence by Green’s functions for optimized reservoir computing NeurIPS 2020 A Grammar-Based Structural CNN Decoder for Code Generation AAAI 2019 Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines AAAI 2019 A Variational Auto-Encoder Model for Stochastic Point Processes CVPR 2019 AX Semantics’ Submission to the SIGMORPHON 2019 Shared Task ACL 2019 Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting AAAI 2019 Compositional generalization through meta sequence-to-sequence learning NeurIPS 2019 CUNI–Malta system at SIGMORPHON 2019 Shared Task on Morphological Analysis and Lemmatization in context: Operation-based word formation ACL 2019 DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System AAAI 2019 Discovering Temporal Patterns from Insurance Interaction Data AAAI 2019 Dynamic Past and Future for Neural Machine Translation EMNLP 2019 End-to-End Sequential Metaphor Identification Inspired by Linguistic Theories ACL 2019 Exploring Sequence-to-Sequence Learning in Aspect Term Extraction ACL 2019 Fast Structured Decoding for Sequence Models NeurIPS 2019 Fully Neural Network based Model for General Temporal Point Processes NeurIPS 2019 Geometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks AAAI 2019 Iterative Alignment Network for Continuous Sign Language Recognition CVPR 2019