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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

UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning COLING 2020
Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental Transformer COLING 2020
An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining ACL 2020
HAMBox: Delving Into Mining High-Quality Anchors on Face Detection CVPR 2020
Multi-Task Neural Model for Agglutinative Language Translation ACL 2020
Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso NIPS 2020
Out-of-Task Training for Dialog State Tracking Models COLING 2020
DaN+: Danish Nested Named Entities and Lexical Normalization COLING 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
Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference ACL 2020
Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity COLING 2020
Normalizing Compositional Structures Across Graphbanks COLING 2020
Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic Convolutions COLING 2020
Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning COLING 2020
A Multitask Learning Approach for Diacritic Restoration ACL 2020
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering ACL 2020
Adapting Style and Content for Attended Text Sequence Recognition WACV 2020
Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion Analysis ACL 2020
Tchebycheff Procedure for Multi-task Text Classification ACL 2020
AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning NIPS 2020
Multi-task Causal Learning with Gaussian Processes NIPS 2020
A Unified Object Motion and Affinity Model for Online Multi-Object Tracking CVPR 2020
CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality ACL 2020
A convex optimization formulation for multivariate regression NIPS 2020
Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis ACL 2020