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Multi-Task Learning

2117 directly classified papers

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Papers

Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics EMNLP 2020
Comparison between Voting Classifier and Deep Learning methods for Arabic Dialect Identification COLING 2020
How Far Can We Go with Data Selection? A Case Study on Semantic Sequence Tagging Tasks EMNLP 2020
Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation COLING 2020
Event Extraction as Multi-turn Question Answering EMNLP 2020
Adaptive Neural Speech Enhancement with a Denoising Variational Autoencoder INTERSPEECH 2020
GUIR @ LongSumm 2020: Learning to Generate Long Summaries from Scientific Documents EMNLP 2020
Multi-hop Inference for Question-driven Summarization EMNLP 2020
Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity EMNLP 2020
Hierarchical Graph Network for Multi-hop Question Answering EMNLP 2020
Dynamic Data Selection for Curriculum Learning via Ability Estimation EMNLP 2020
UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis SEMEVAL 2020
LT3 at SemEval-2020 Task 8: Multi-Modal Multi-Task Learning for Memotion Analysis SEMEVAL 2020
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain ACL 2020
Multi-Task Neural Model for Agglutinative Language Translation ACL 2020
Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder ACL 2020
Deep Hierarchical Classification for Category Prediction in E-commerce System ACL 2020
Chinese Grammatical Error Diagnosis with Graph Convolution Network and Multi-task Learning AACL 2020
LXPER Index 2.0: Improving Text Readability Assessment Model for L2 English Students in Korea AACL 2020
All-in-One: A Deep Attentive Multi-task Learning Framework for Humour, Sarcasm, Offensive, Motivation, and Sentiment on Memes AACL 2020
Multi-Task Self-Supervised Learning for Disfluency Detection AAAI 2020
Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning AAAI 2020
How to Tame Your Data: Data Augmentation for Dialog State Tracking ACL 2020
An Attention-Based Graph Neural Network for Heterogeneous Structural Learning AAAI 2020
DATNet: Dense Auxiliary Tasks for Object Detection WACV 2020