Multi-Task Learning

Multi-Task Learning for Voice Related Recognition Tasks Interspeech 2020 Multi-Task Learning using Dynamic Task Weighting for Conversational Question Answering EMNLP 2020 Multi-Task Supervised Pretraining for Neural Domain Adaptation ACL 2020 Using Eye-tracking Data to Predict the Readability of Brazilian Portuguese Sentences in Single-task, Multi-task and Sequential Transfer Learning Approaches COLING 2020 A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature EMNLP 2019 Attentive Single-Tasking of Multiple Tasks CVPR 2019 A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining ACL 2019 BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning ICML 2019 CLER: Cross-task Learning with Expert Representation to Generalize Reading and Understanding EMNLP 2019 Continual and Multi-Task Architecture Search ACL 2019 Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection EMNLP 2019 Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019 Generalizing Question Answering System with Pre-trained Language Model Fine-tuning EMNLP 2019 Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning EMNLP 2019 Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 2019 Mitigating Gender and L1 Differences to Improve State and Trait Recognition Interspeech 2019 Multi-Task Time Series Analysis applied to Drug Response Modelling AISTATS 2019 Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration CVPR 2019 Regression or classification? Automated Essay Scoring for Norwegian ACL 2019 Subtask Gated Networks for Non-Intrusive Load Monitoring AAAI 2019 Articulation-to-Speech Synthesis Using Articulatory Flesh Point Sensors’ Orientation Information Interspeech 2018 Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding NAACL 2018 Multi-Task Learning as Multi-Objective Optimization NeurIPS 2018 Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces Interspeech 2018 One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning IJCAI 2018