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Multi-Task Learning

110 directly classified papers

Papers per year

Papers

A Multitask Learning Approach for Diacritic Restoration ACL 2020
Multi-Task Supervised Pretraining for Neural Domain Adaptation ACL 2020
ANA at SemEval-2020 Task 4: MUlti-task learNIng for cOmmonsense reasoNing (UNION) SEMEVAL 2020
MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning CVPR 2020
Multi-Task Learning for Voice Related Recognition Tasks INTERSPEECH 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
Learning to Branch for Multi-Task Learning ICML 2020
Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 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
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning EMNLP 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019
A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature EMNLP 2019
Multi-Task Time Series Analysis applied to Drug Response Modelling AISTATS 2019
Mitigating Gender and L1 Differences to Improve State and Trait Recognition INTERSPEECH 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
Regression or classification? Automated Essay Scoring for Norwegian ACL 2019
Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces INTERSPEECH 2018
Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation EMNLP 2018
What can we learn from Semantic Tagging? EMNLP 2018
Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding NAACL 2018
Articulation-to-Speech Synthesis Using Articulatory Flesh Point Sensors’ Orientation Information INTERSPEECH 2018
Multi-Task Learning as Multi-Objective Optimization NIPS 2018
One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning IJCAI 2018