Multi-Task Learning

Extractive Summarization Using Multi-Task Learning with Document Classification EMNLP 2017 Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings EACL 2017 Hard Mixtures of Experts for Large Scale Weakly Supervised Vision CVPR 2017 Hierarchical Feature Selection with Recursive Regularization IJCAI 2017 Hierarchical LSTMs with Joint Learning for Estimating Customer Satisfaction from Contact Center Calls Interspeech 2017 Hierarchical Reinforcement Learning with Parameters CoRL 2017 Identifying beneficial task relations for multi-task learning in deep neural networks EACL 2017 Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation EMNLP 2017 If You Can’t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking EACL 2017 i-Vector DNN Scoring and Calibration for Noise Robust Speaker Verification Interspeech 2017 Joint Concept Learning and Semantic Parsing from Natural Language Explanations EMNLP 2017 Joint Image Emotion Classification and Distribution Learning via Deep Convolutional Neural Network IJCAI 2017 Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech EACL 2017 Joint Learning of Correlated Sequence Labeling Tasks Using Bidirectional Recurrent Neural Networks Interspeech 2017 Joint Learning of Dialog Act Segmentation and Recognition in Spoken Dialog Using Neural Networks IJCNLP 2017 Joint Learning on Relevant User Attributes in Micro-blog IJCAI 2017 Jointly Predicting Arousal, Valence and Dominance with Multi-Task Learning Interspeech 2017 Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks Interspeech 2017 Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information CoNLL 2017 Learning and Refining of Privileged Information-Based RNNs for Action Recognition From Depth Sequences CVPR 2017 Learning attention for historical text normalization by learning to pronounce ACL 2017 Learning in POMDPs with Monte Carlo Tree Search ICML 2017 Learning to Parse and Translate Improves Neural Machine Translation ACL 2017 LIMSI@CoNLL’17: UD Shared Task CoNLL 2017 Macro Grammars and Holistic Triggering for Efficient Semantic Parsing EMNLP 2017