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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Korean Morphological Analysis with Tied Sequence-to-Sequence Multi-Task Model EMNLP 2019
Towards Making a Dependency Parser See EMNLP 2019
Controlling Text Complexity in Neural Machine Translation EMNLP 2019
Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations EMNLP 2019
A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection EMNLP 2019
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning EMNLP 2019
Multi-Task Learning with Language Modeling for Question Generation EMNLP 2019
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
Mitigating Gender and L1 Differences to Improve State and Trait Recognition INTERSPEECH 2019
Attentive Single-Tasking of Multiple Tasks CVPR 2019
Latent Multi-Task Architecture Learning AAAI 2019