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Multi-Task Learning

2,582 papers

Papers per year

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283
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Papers

Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information CONLL 2017
LIMSI@CoNLL’17: UD Shared Task CONLL 2017
Learning and Refining of Privileged Information-Based RNNs for Action Recognition From Depth Sequences CVPR 2017
Multi-Task Clustering of Human Actions by Sharing Information CVPR 2017
Hard Mixtures of Experts for Large Scale Weakly Supervised Vision CVPR 2017
YOLO9000: Better, Faster, Stronger CVPR 2017
When is multitask learning effective? Semantic sequence prediction under varying data conditions EACL 2017
If You Can’t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking EACL 2017
Multitask Learning for Mental Health Conditions with Limited Social Media Data EACL 2017
Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech EACL 2017
Creating POS Tagging and Dependency Parsing Experts via Topic Modeling EACL 2017
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings EACL 2017
End-to-end Relation Extraction using Neural Networks and Markov Logic Networks EACL 2017
Noise Mitigation for Neural Entity Typing and Relation Extraction EACL 2017
A Multi-task Approach to Predict Likability of Books EACL 2017
Neural Architectures for Fine-grained Entity Type Classification EACL 2017
Identifying beneficial task relations for multi-task learning in deep neural networks EACL 2017
Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks EACL 2017
Effective shared representations with Multitask Learning for Community Question Answering EACL 2017
Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network EMNLP 2017
Multi-Grained Chinese Word Segmentation EMNLP 2017
Macro Grammars and Holistic Triggering for Efficient Semantic Parsing EMNLP 2017
Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification EMNLP 2017
Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning EMNLP 2017
Joint Concept Learning and Semantic Parsing from Natural Language Explanations EMNLP 2017