Multi-Task Learning

Improving Neural Story Generation by Targeted Common Sense Grounding EMNLP 2019 Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader ACL 2019 Improving Robustness of Neural Machine Translation with Multi-task Learning ACL 2019 Improving Statute Prediction via Mining Correlations between Statutes ACML 2019 Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019 Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech Interspeech 2019 Iterative Classroom Teaching AAAI 2019 Joint Acne Image Grading and Counting via Label Distribution Learning ICCV 2019 Joint Learning of Named Entity Recognition and Entity Linking ACL 2019 Jointly Learning to Align and Translate with Transformer Models EMNLP 2019 Jointly Learning to Label Sentences and Tokens AAAI 2019 Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation CVPR 2019 Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning EMNLP 2019 Keyword Spotting for Hearing Assistive Devices Robust to External Speakers Interspeech 2019 Knowledge-Based Linguistic Encoding for End-to-End Mandarin Text-to-Speech Synthesis Interspeech 2019 Label Embedding with Partial Heterogeneous Contexts AAAI 2019 Latent Multi-Task Architecture Learning AAAI 2019 Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems ACL 2019 Learning Attribute-Specific Representations for Visual Tracking AAAI 2019 Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation CoNLL 2019 Learning Discriminative Model Prediction for Tracking ICCV 2019 Learning Diverse Bayesian Networks AAAI 2019 Learning from Web Data Using Adversarial Discriminative Neural Networks for Fine-Grained Classification AAAI 2019 Learning Generalizable Device Placement Algorithms for Distributed Machine Learning NeurIPS 2019 Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets MIDL 2019