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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

Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies ACL 2019
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment CVPR 2019
Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment ACL 2019
ELI5: Long Form Question Answering ACL 2019
Self-Supervised Generalisation with Meta Auxiliary Learning NIPS 2019
Multi-Team: A Multi-attention, Multi-decoder Approach to Morphological Analysis. ACL 2019
Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More CVPR 2019
QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation ACL 2019
Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment ACL 2019
Regression or classification? Automated Essay Scoring for Norwegian ACL 2019
A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining ACL 2019
Incorporating Linguistic Constraints into Keyphrase Generation ACL 2019
Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations ACL 2019
Compositional Semantic Parsing across Graphbanks ACL 2019
Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings ACL 2019
Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data ACL 2019
Rumor Detection by Exploiting User Credibility Information, Attention and Multi-task Learning ACL 2019
Text Categorization by Learning Predominant Sense of Words as Auxiliary Task ACL 2019
Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts ACL 2019
Multi-Task Learning for Coherence Modeling ACL 2019
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis ACL 2019
Detecting Concealed Information in Text and Speech ACL 2019
Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019
Soft Representation Learning for Sparse Transfer ACL 2019
Approaching SMM4H with Merged Models and Multi-task Learning ACL 2019