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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

Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019
Weakly Supervised Image Classification Through Noise Regularization CVPR 2019
CrossInfoNet: Multi-Task Information Sharing Based Hand Pose Estimation CVPR 2019
Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN INTERSPEECH 2019
D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning EMNLP 2019
A Multi-Task Learning Framework for Extracting Bacteria Biotope Information EMNLP 2019
DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature EMNLP 2019
Jointly Learning to Align and Translate with Transformer Models EMNLP 2019
Multi-Task Learning with Language Modeling for Question Generation EMNLP 2019
NCLS: Neural Cross-Lingual Summarization EMNLP 2019
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base EMNLP 2019
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 EMNLP 2019
DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering ACL 2019
Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling ACL 2019
Dual Supervised Learning for Natural Language Understanding and Generation ACL 2019
Sequence Labeling Parsing by Learning across Representations ACL 2019
Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference ACL 2019
A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection EMNLP 2019
Continual and Multi-Task Architecture Search ACL 2019
A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy ACL 2019
Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies ACL 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