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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Fine-Grained Temporal Relation Extraction ACL 2019
A Hierarchical Framework for Relation Extraction with Reinforcement Learning AAAI 2019
Small-Footprint Magic Word Detection Method Using Convolutional LSTM Neural Network INTERSPEECH 2019
Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 2019
Multi-Task Deep Reinforcement Learning with PopArt AAAI 2019
RGBD Based Gaze Estimation via Multi-Task CNN AAAI 2019
Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning AAAI 2019
Pyramid Memory Block and Timestep Attention for Speech Emotion Recognition INTERSPEECH 2019
QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation ACL 2019
End-to-End Multilingual Multi-Speaker Speech Recognition INTERSPEECH 2019
Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning INTERSPEECH 2019
Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data ACL 2019
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis ACL 2019
Detecting Concealed Information in Text and Speech ACL 2019
Mitigating Gender and L1 Differences to Improve State and Trait Recognition INTERSPEECH 2019
Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling ACL 2019
Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning EMNLP 2019
Multi-resolution Multi-task Gaussian Processes NIPS 2019
Learning Attribute-Specific Representations for Visual Tracking AAAI 2019
COALA: A Neural Coverage-Based Approach for Long Answer Selection with Small Data AAAI 2019
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction AAAI 2019
GIRNet: Interleaved Multi-Task Recurrent State Sequence Models AAAI 2019
Switch-LSTMs for Multi-Criteria Chinese Word Segmentation AAAI 2019
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering AAAI 2019
Self-Supervised Mixture-of-Experts by Uncertainty Estimation AAAI 2019