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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature EMNLP 2019
GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue EMNLP 2019
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning EMNLP 2019
Multi-Task, Multi-Channel, Multi-Input Learning for Mental Illness Detection using Social Media Text EMNLP 2019
Adaptively Scheduled Multitask Learning: The Case of Low-Resource Neural Machine Translation EMNLP 2019
DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature EMNLP 2019
Towards Making a Dependency Parser See EMNLP 2019
Multi-Task Networks with Universe, Group, and Task Feature Learning ACL 2019
Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019
Graph Neural Networks with Generated Parameters for Relation Extraction ACL 2019
LRDNN: Local-refining based Deep Neural Network for Person Re-Identification with Attribute Discerning IJCAI 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019
DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering ACL 2019
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL 2019
BioRelEx 1.0: Biological Relation Extraction Benchmark ACL 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform ACL 2019
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