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Multi-Task Learning

973 papers

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Papers

Joint Learning for Emotion Classification and Emotion Cause Detection EMNLP 2018
Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning EMNLP 2018
Supervised Domain Enablement Attention for Personalized Domain Classification EMNLP 2018
Extracting Entities and Relations with Joint Minimum Risk Training EMNLP 2018
Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models EMNLP 2018
Cross-topic Argument Mining from Heterogeneous Sources EMNLP 2018
Syntactic Scaffolds for Semantic Structures EMNLP 2018
Semi-Supervised Learning for Neural Keyphrase Generation EMNLP 2018
Joint Learning for Targeted Sentiment Analysis EMNLP 2018
What can we learn from Semantic Tagging? EMNLP 2018
When does deep multi-task learning work for loosely related document classification tasks? EMNLP 2018
Analyzing Learned Representations of a Deep ASR Performance Prediction Model EMNLP 2018
Linguistic representations in multi-task neural networks for ellipsis resolution EMNLP 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding EMNLP 2018
An End-to-End Multi-task Learning Model for Fact Checking EMNLP 2018
Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding EMNLP 2018
A Case Study on Learning a Unified Encoder of Relations EMNLP 2018
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018
Nonparametric variable importance using an augmented neural network with multi-task learning ICML 2018
Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks IJCAI 2018
One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning IJCAI 2018
Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network IJCAI 2018
Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces INTERSPEECH 2018
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media NAACL 2018
Learning Multiple Tasks with Multilinear Relationship Networks NIPS 2017