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Multi-Task Learning

2,582 papers

Papers per year

3
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30
283
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Papers

Revisiting the Design Issues of Local Models for Japanese Predicate-Argument Structure Analysis IJCNLP 2017
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews IJCNLP 2017
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning IJCNLP 2017
A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition IJCNLP 2017
Proofread Sentence Generation as Multi-Task Learning with Editing Operation Prediction IJCNLP 2017
Empirical Exploration of Novel Architectures and Objectives for Language Models INTERSPEECH 2017
Joint Learning of Correlated Sequence Labeling Tasks Using Bidirectional Recurrent Neural Networks INTERSPEECH 2017
Multi-Task Learning for Prosodic Structure Generation Using BLSTM RNN with Structured Output Layer INTERSPEECH 2017
Discrete Duration Model for Speech Synthesis INTERSPEECH 2017
Multitask Learning with CTC and Segmental CRF for Speech Recognition INTERSPEECH 2017
A Speaker Adaptive DNN Training Approach for Speaker-Independent Acoustic Inversion INTERSPEECH 2017
Jointly Predicting Arousal, Valence and Dominance with Multi-Task Learning INTERSPEECH 2017
Towards Speech Emotion Recognition “in the Wild” Using Aggregated Corpora and Deep Multi-Task Learning INTERSPEECH 2017
i-Vector DNN Scoring and Calibration for Noise Robust Speaker Verification INTERSPEECH 2017
Alternative Approaches to Neural Network Based Speaker Verification INTERSPEECH 2017
Hierarchical LSTMs with Joint Learning for Estimating Customer Satisfaction from Contact Center Calls INTERSPEECH 2017
Deep Auto-Encoder Based Multi-Task Learning Using Probabilistic Transcriptions INTERSPEECH 2017
Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks INTERSPEECH 2017
Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition INTERSPEECH 2017
Attention-Based LSTM with Multi-Task Learning for Distant Speech Recognition INTERSPEECH 2017
Integrated perception with recurrent multi-task neural networks NIPS 2016
Multi-step learning and underlying structure in statistical models NIPS 2016
A Credit Assignment Compiler for Joint Prediction NIPS 2016
Minimax Optimal Alternating Minimization for Kernel Nonparametric Tensor Learning NIPS 2016
Localized Multiple Kernel Learning—A Convex Approach ACML 2016