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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

CLaC-np at SemEval-2021 Task 8: Dependency DGCNN ACL 2021
N-MTTL SI Model: Non-Intrusive Multi-Task Transfer Learning-Based Speech Intelligibility Prediction Model with Scenery Classification INTERSPEECH 2021
High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding AISTATS 2021
Hyperparameter Transfer Learning with Adaptive Complexity AISTATS 2021
Re-entry Prediction for Online Conversations via Self-Supervised Learning EMNLP 2021
Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns AISTATS 2021
Come hither or go away? Recognising pre-electoral coalition signals in the news EMNLP 2021
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning CVPR 2021
Taskology: Utilizing Task Relations at Scale CVPR 2021
A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization IJCNLP 2021
Importance Estimation from Multiple Perspectives for Keyphrase Extraction EMNLP 2021
Cross-Lingual Abstractive Summarization with Limited Parallel Resources IJCNLP 2021
Generating Hypothetical Events for Abductive Inference IJCNLP 2021
Bidirectional Domain Adaptation Using Weighted Multi-Task Learning ACL 2021
Enhancing Entity Boundary Detection for Better Chinese Named Entity Recognition IJCNLP 2021
Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation ICML 2021
Multi-Pair Text Style Transfer for Unbalanced Data via Task-Adaptive Meta-Learning IJCNLP 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense IJCNLP 2021
HOMADOS at SemEval-2021 Task 6: Multi-Task Learning for Propaganda Detection IJCNLP 2021
Cambridge at SemEval-2021 Task 1: An Ensemble of Feature-Based and Neural Models for Lexical Complexity Prediction IJCNLP 2021
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data ICML 2021
End-to-end mBERT based Seq2seq Enhanced Dependency Parser with Linguistic Typology knowledge IJCNLP 2021
A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents IJCNLP 2021
On the Generation of Medical Dialogs for COVID-19 IJCNLP 2021
Knowing the No-match: Entity Alignment with Dangling Cases IJCNLP 2021