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Multi-Task Learning

973 papers

Papers per year

10
161
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Papers

CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019
Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection EMNLP 2019
Syntax-aware Multilingual Semantic Role Labeling EMNLP 2019
A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling EMNLP 2019
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses EMNLP 2019
Multi-Task Stance Detection with Sentiment and Stance Lexicons EMNLP 2019
DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature EMNLP 2019
Multi-Task, Multi-Channel, Multi-Input Learning for Mental Illness Detection using Social Media Text EMNLP 2019
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models EMNLP 2019
Enhanced Transformer Model for Data-to-Text Generation EMNLP 2019
Geolocation with Attention-Based Multitask Learning Models EMNLP 2019
Dense Node Representation for Geolocation EMNLP 2019
Do Multi-hop Readers Dream of Reasoning Chains? EMNLP 2019
Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning EMNLP 2019
Transductive Auxiliary Task Self-Training for Neural Multi-Task Models EMNLP 2019
Many Task Learning With Task Routing ICCV 2019
Mitigating Gender and L1 Differences to Improve State and Trait Recognition INTERSPEECH 2019
Multi-Layered Gradient Boosting Decision Trees NIPS 2018
Multi-Task Learning as Multi-Objective Optimization NIPS 2018
Hybrid Knowledge Routed Modules for Large-scale Object Detection NIPS 2018
Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection NIPS 2018
Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation NIPS 2018
Learning to Multitask NIPS 2018
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning ACL 2018
Character-level Supervision for Low-resource POS Tagging ACL 2018