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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

Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos AAAI 2019
Simultaneous Private Learning of Multiple Concepts JMLR 2019
Multi-Task Deep Reinforcement Learning with PopArt AAAI 2019
Few-Shot and Zero-Shot Learning for Historical Text Normalization EMNLP 2019
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019
Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices NIPS 2019
A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling EMNLP 2019
A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature EMNLP 2019
Multilingual and Multi-Aspect Hate Speech Analysis EMNLP 2019
Attentive Single-Tasking of Multiple Tasks CVPR 2019
Multi-Task, Multi-Channel, Multi-Input Learning for Mental Illness Detection using Social Media Text EMNLP 2019
Multi-Task Stance Detection with Sentiment and Stance Lexicons EMNLP 2019
Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection EMNLP 2019
Latent Multi-Task Architecture Learning AAAI 2019
Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019
Weakly Supervised Image Classification Through Noise Regularization CVPR 2019
CrossInfoNet: Multi-Task Information Sharing Based Hand Pose Estimation CVPR 2019
Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN INTERSPEECH 2019
D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning EMNLP 2019
A Multi-Task Learning Framework for Extracting Bacteria Biotope Information EMNLP 2019
DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature EMNLP 2019
Jointly Learning to Align and Translate with Transformer Models EMNLP 2019