multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation CVPR 2016

Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM INTERSPEECH 2016

Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction COLING 2016

Multi-Language Neural Network Language Models INTERSPEECH 2016

An Investigation on Training Deep Neural Networks Using Probabilistic Transcriptions INTERSPEECH 2016

Improving Large Vocabulary Accented Mandarin Speech Recognition with Attribute-Based I-Vectors INTERSPEECH 2016

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding INTERSPEECH 2016

Phonetic Context Embeddings for DNN-HMM Phone Recognition INTERSPEECH 2016

DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations CVPR 2016

Improving historical spelling normalization with bi-directional LSTMs and multi-task learning COLING 2016

A Unified Architecture for Semantic Role Labeling and Relation Classification COLING 2016

Extended and Unscented Kitchen Sinks ICML 2016

SNR-Aware Convolutional Neural Network Modeling for Speech Enhancement INTERSPEECH 2016

Multi-task Sparse Structure Learning with Gaussian Copula Models JMLR 2016

A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks COLING 2016

Stochastic Variational Deep Kernel Learning NIPS 2016

Random Fourier Features For Operator-Valued Kernels ACML 2016

Asymmetric Multi-task Learning Based on Task Relatedness and Loss ICML 2016

Joint quantile regression in vector-valued RKHSs NIPS 2016

Learning from Multiway Data: Simple and Efficient Tensor Regression ICML 2016

Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting INTERSPEECH 2016

Embedding Label Structures for Fine-Grained Feature Representation CVPR 2016

RLScore: Regularized Least-Squares Learners JMLR 2016

Integrated perception with recurrent multi-task neural networks NIPS 2016

Gaussian process nonparametric tensor estimator and its minimax optimality ICML 2016