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Multi-Task Learning

110 directly classified papers

Papers per year

Papers

Additive Interventions Yield Robust Multi-Domain Machine Translation Models EMNLP 2022
Association Graph Learning for Multi-Task Classification with Category Shifts NIPS 2022
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning NIPS 2022
Bridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor Identification AAAI 2021
argmax centroid NIPS 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training EMNLP 2021
Multi-task and meta-learning with sparse linear bandits UAI 2021
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks IJCNLP 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense IJCNLP 2021
Complex Question Answering on knowledge graphs using machine translation and multi-task learning EACL 2021
CompositeTasking: Understanding Images by Spatial Composition of Tasks CVPR 2021
Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021
What’s in Your Head? Emergent Behaviour in Multi-Task Transformer Models EMNLP 2021
Multi-Source Domain Adaptation With Collaborative Learning for Semantic Segmentation CVPR 2021
Federated Multi-Task Learning under a Mixture of Distributions NIPS 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
CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021
Meta Multi-Task Learning for Speech Emotion Recognition INTERSPEECH 2020
Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning AAAI 2020
MTSS: Learn from Multiple Domain Teachers and Become a Multi-Domain Dialogue Expert AAAI 2020
CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning SEMEVAL 2020
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling ACL 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog ACL 2020