Multi-Task Learning

CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021 Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021 Federated Multi-Task Learning under a Mixture of Distributions NeurIPS 2021 Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models ICLR 2021 Learning Task Sampling Policy for Multitask Learning EMNLP 2021 Multi-Source Domain Adaptation With Collaborative Learning for Semantic Segmentation CVPR 2021 Multi-task and meta-learning with sparse linear bandits UAI 2021 Multi-Task Retrieval for Knowledge-Intensive Tasks ACL 2021 One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ACL 2021 Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction AAAI 2021 UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021 What’s in Your Head? Emergent Behaviour in Multi-Task Transformer Models EMNLP 2021 Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning AAAI 2020 A Multitask Learning Approach for Diacritic Restoration ACL 2020 ANA at SemEval-2020 Task 4: MUlti-task learNIng for cOmmonsense reasoNing (UNION) SemEval 2020 CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning SemEval 2020 Distilled Semantics for Comprehensive Scene Understanding from Videos CVPR 2020 Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog ACL 2020 Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge ACL 2020 Learning to Branch for Multi-Task Learning ICML 2020 Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling ACL 2020 LIMIT-BERT : Linguistics Informed Multi-Task BERT EMNLP 2020 Meta Multi-Task Learning for Speech Emotion Recognition Interspeech 2020 MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning CVPR 2020 MTSS: Learn from Multiple Domain Teachers and Become a Multi-Domain Dialogue Expert AAAI 2020