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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms EMNLP 2018
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification EMNLP 2018
Semi-Supervised Sequence Modeling with Cross-View Training EMNLP 2018
Multi-Task Clustering with Model Relation Learning IJCAI 2018
Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets EMNLP 2018
Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines CVPR 2018
PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection EMNLP 2018
Multi-Task Learning as Multi-Objective Optimization NIPS 2018
Multi-Cue Correlation Filters for Robust Visual Tracking CVPR 2018
Thoracic Disease Identification and Localization With Limited Supervision CVPR 2018
Learning to Understand Image Blur CVPR 2018
Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning IJCAI 2018
Classifier Learning With Prior Probabilities for Facial Action Unit Recognition CVPR 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR 2018
A Case Study on Learning a Unified Encoder of Relations EMNLP 2018
A strong baseline for question relevancy ranking EMNLP 2018
FrameIt: Ontology Discovery for Noisy User-Generated Text EMNLP 2018
Entity Linking within a Social Media Platform: A Case Study on Yelp EMNLP 2018
Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning EMNLP 2018
Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination EMNLP 2018
Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning EMNLP 2018
Linguistic representations in multi-task neural networks for ellipsis resolution EMNLP 2018
Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models EMNLP 2018
Linguistically-Informed Self-Attention for Semantic Role Labeling EMNLP 2018
Multi-Task Label Embedding for Text Classification EMNLP 2018