← Learning Types
Machine Learning › Learning Types ›

Sequence Modeling

120 directly classified papers

Papers per year

Papers

I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic EMNLP 2020
Unfolding recurrence by Green’s functions for optimized reservoir computing NIPS 2020
One Model to Learn Both: Zero Pronoun Prediction and Translation EMNLP 2019
A Variational Auto-Encoder Model for Stochastic Point Processes CVPR 2019
End-to-End Sequential Metaphor Identification Inspired by Linguistic Theories ACL 2019
Fully Neural Network based Model for General Temporal Point Processes NIPS 2019
NAOMI: Non-Autoregressive Multiresolution Sequence Imputation NIPS 2019
Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling NIPS 2019
Compositional generalization through meta sequence-to-sequence learning NIPS 2019
Exploring Sequence-to-Sequence Learning in Aspect Term Extraction ACL 2019
Discovering Temporal Patterns from Insurance Interaction Data AAAI 2019
Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines AAAI 2019
A Grammar-Based Structural CNN Decoder for Code Generation AAAI 2019
Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting AAAI 2019
Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies AAAI 2019
DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System AAAI 2019
Dynamic Past and Future for Neural Machine Translation EMNLP 2019
Recognizing Complex Entity Mentions: A Review and Future Directions ACL 2018
Spectral Filtering for General Linear Dynamical Systems NIPS 2018
Proximal Graphical Event Models NIPS 2018
Context-Aware Neural Model for Temporal Information Extraction ACL 2018
Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism ACL 2018
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction ACL 2018
SQL-to-Text Generation with Graph-to-Sequence Model EMNLP 2018
A Local Detection Approach for Named Entity Recognition and Mention Detection ACL 2017