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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

Neural Architectures for Multilingual Semantic Parsing ACL 2017
Procedural Generation of Videos to Train Deep Action Recognition Networks CVPR 2017
Multi-Task Learning of Keyphrase Boundary Classification ACL 2017
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling INTERSPEECH 2017
Deep Joint Rain Detection and Removal From a Single Image CVPR 2017
Deep Multi-task Gaussian Processes for Survival Analysis with Competing Risks NIPS 2017
Learning Multiple Tasks with Multilinear Relationship Networks NIPS 2017
SitNet: Discrete Similarity Transfer Network for Zero-shot Hashing IJCAI 2017
Hierarchical Reinforcement Learning with Parameters CORL 2017
Opinion Recommendation Using A Neural Model EMNLP 2017
Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models IJCNLP 2017
Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning ACL 2017
Learning attention for historical text normalization by learning to pronounce ACL 2017
Neural End-to-End Learning for Computational Argumentation Mining ACL 2017
A Multi-task Approach to Predict Likability of Books EACL 2017
Identifying beneficial task relations for multi-task learning in deep neural networks EACL 2017
Learning from Data Heterogeneity: Algorithms and Applications IJCAI 2017
Extractive Summarization Using Multi-Task Learning with Document Classification EMNLP 2017
Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition IJCAI 2017
Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting INTERSPEECH 2017
When is multitask learning effective? Semantic sequence prediction under varying data conditions EACL 2017
Discretized Continuous Speech Emotion Recognition with Multi-Task Deep Recurrent Neural Network INTERSPEECH 2017
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews IJCNLP 2017
The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously CORL 2017
Keystroke dynamics as signal for shallow syntactic parsing COLING 2016