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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 Learning for Multi-modal Emotion Recognition and Sentiment Analysis NAACL 2019
Issue Framing in Online Discussion Fora NAACL 2019
Modeling Personal Biases in Language Use by Inducing Personalized Word Embeddings NAACL 2019
SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling NAACL 2019
Using Natural Language Relations between Answer Choices for Machine Comprehension NAACL 2019
Practical Semantic Parsing for Spoken Language Understanding NAACL 2019
Multi-task Learning for Aggregated Data using Gaussian Processes NIPS 2019
Learning Personalized Attribute Preference via Multi-Task AUC Optimization AAAI 2019
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction CVPR 2019
Strong Baselines for Complex Word Identification across Multiple Languages NAACL 2019
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations NAACL 2019
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction NAACL 2019
Multi-Task Learning for Japanese Predicate Argument Structure Analysis NAACL 2019
Stance Detection in Code-Mixed Hindi-English Social Media Data using Multi-Task Learning NAACL 2019
Improving Robustness of Neural Machine Translation with Multi-task Learning ACL 2019
MSIT_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain. ACL 2019
Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations ACL 2019
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL 2019
Joint Learning of Named Entity Recognition and Entity Linking ACL 2019
A Multi-Task Architecture on Relevance-based Neural Query Translation ACL 2019
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning NAACL 2019
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding NAACL 2019
Multi-task Pairwise Neural Ranking for Hashtag Segmentation ACL 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction ACL 2019
Sentiment Tagging with Partial Labels using Modular Architectures ACL 2019