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Sequence Modeling

123 directly classified papers

Papers per year

Papers

On Learning Markov Chains NIPS 2018
A Multi-Context Character Prediction Model for a Brain-Computer Interface NAACL 2018
Global Encoding for Abstractive Summarization ACL 2018
Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention ACL 2018
A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH) CVPR 2018
Temporal Information Extraction by Predicting Relative Time-lines EMNLP 2018
N-ary Relation Extraction using Graph-State LSTM EMNLP 2018
Neural Transition Based Parsing of Web Queries: An Entity Based Approach EMNLP 2018
Predictive State Recurrent Neural Networks NIPS 2017
Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding NIPS 2017
Multi-view Matrix Factorization for Linear Dynamical System Estimation NIPS 2017
Predicting User Activity Level In Point Processes With Mass Transport Equation NIPS 2017
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process NIPS 2017
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification NIPS 2017
Inverse Filtering for Hidden Markov Models NIPS 2017
Bird Song Synthesis Based on Hidden Markov Models INTERSPEECH 2016
Backprop KF: Learning Discriminative Deterministic State Estimators NIPS 2016
Toward High-Performance Language-Independent Query-by-Example Spoken Term Detection for MediaEval 2015: Post-Evaluation Analysis INTERSPEECH 2016
Supervised Learning for Dynamical System Learning NIPS 2015
Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression NIPS 2015
High-dimensional neural spike train analysis with generalized count linear dynamical systems NIPS 2015
Understanding Protein Dynamics with L1-Regularized Reversible Hidden Markov Models ICML 2014
Sign Spotting using Hierarchical Sequential Patterns with Temporal Intervals CVPR 2014
The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities CVPR 2014
Robust learning of inhomogeneous PMMs AISTATS 2014