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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine Translation NAACL 2018
Tied Multitask Learning for Neural Speech Translation NAACL 2018
Adaptable replanning with compressed linear action models for learning from demonstrations CORL 2018
Music Genre Recognition Using Deep Neural Networks and Transfer Learning INTERSPEECH 2018
Multi-task Learning with Augmentation Strategy for Acoustic-to-word Attention-based Encoder-decoder Speech Recognition INTERSPEECH 2018
Forward-Backward Attention Decoder INTERSPEECH 2018
Multi-task WaveNet: A Multi-task Generative Model for Statistical Parametric Speech Synthesis without Fundamental Frequency Conditions INTERSPEECH 2018
A dataset and baselines for sequential open-domain question answering EMNLP 2018
Predicting Activity and Location with Multi-task Context Aware Recurrent Neural Network IJCAI 2018
When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach IJCAI 2018
Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition IJCAI 2018
Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches ICML 2018
Deep Asymmetric Multi-task Feature Learning ICML 2018
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing—and Back ICML 2018
Generating Bilingual Pragmatic Color References NAACL 2018
Predicting misreadings from gaze in children with reading difficulties NAACL 2018
Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment NAACL 2018
Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees NAACL 2018
Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data NAACL 2018
Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem NAACL 2018
Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs EMNLP 2018
Learning representations for sentiment classification using Multi-task framework EMNLP 2018
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training EMNLP 2018
Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction EMNLP 2017
Extractive Summarization Using Multi-Task Learning with Document Classification EMNLP 2017