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multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

Polarity and Intensity: the Two Aspects of Sentiment Analysis ACL 2018
Visual Question Generation as Dual Task of Visual Question Answering CVPR 2018
Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation EMNLP 2018
Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces INTERSPEECH 2018
Transfer Learning Based Progressive Neural Networks for Acoustic Modeling in Statistical Parametric Speech Synthesis INTERSPEECH 2018
Ultra-Fine Entity Typing ACL 2018
When does deep multi-task learning work for loosely related document classification tasks? EMNLP 2018
Argument Component Classification for Classroom Discussions EMNLP 2018
An End-to-End Multi-task Learning Model for Fact Checking EMNLP 2018
PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection EMNLP 2018
Robot Task Interruption by Learning to Switch Among Multiple Models IJCAI 2018
deepSA2018 at SemEval-2018 Task 1: Multi-task Learning of Different Label for Affect in Tweets SEMEVAL 2018
Semi-Supervised Learning for Neural Keyphrase Generation EMNLP 2018
Tied Multitask Learning for Neural Speech Translation NAACL 2018
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning CVPR 2018
A Multi-task Approach to Learning Multilingual Representations ACL 2018
Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning COLING 2018
How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs COLING 2018
Supervised Treebank Conversion: Data and Approaches ACL 2018
Character-level Supervision for Low-resource POS Tagging ACL 2018
Learning to Multitask NIPS 2018
Multi-Task Zipping via Layer-wise Neuron Sharing NIPS 2018
Collaborative Learning for Deep Neural Networks NIPS 2018
Multi-task {K}ernel {L}earning Based on {P}robabilistic {L}ipschitzness ALT 2018
Analyzing Learned Representations of a Deep ASR Performance Prediction Model EMNLP 2018