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Multi-Task Learning

135 papers

Papers per year

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Papers

Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021
Learning Task Sampling Policy for Multitask Learning EMNLP 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training EMNLP 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
Multi-task and meta-learning with sparse linear bandits UAI 2021
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
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
A Multitask Learning Approach for Diacritic Restoration ACL 2020
Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge ACL 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
Distilled Semantics for Comprehensive Scene Understanding from Videos CVPR 2020
MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning CVPR 2020
LIMIT-BERT : Linguistics Informed Multi-Task BERT EMNLP 2020
Multi-Task Learning using Dynamic Task Weighting for Conversational Question Answering EMNLP 2020
Learning to Branch for Multi-Task Learning ICML 2020
Multi-Task Learning for Voice Related Recognition Tasks INTERSPEECH 2020
Meta Multi-Task Learning for Speech Emotion Recognition INTERSPEECH 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
Subtask Gated Networks for Non-Intrusive Load Monitoring AAAI 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019