Multi-Task Learning

Efficient Multitask Feature and Relationship Learning UAI 2019 Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings ACL 2019 End-to-End Multilingual Multi-Speaker Speech Recognition Interspeech 2019 End-To-End Multi-Task Learning With Attention CVPR 2019 Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019 Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data ACL 2019 Few-Shot and Zero-Shot Learning for Historical Text Normalization EMNLP 2019 Find a Reasonable Ending for Stories: Does Logic Relation Help the Story Cloze Test? AAAI 2019 Fine-Grained Temporal Relation Extraction ACL 2019 GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue EMNLP 2019 Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer NeurIPS 2019 Geolocation with Attention-Based Multitask Learning Models EMNLP 2019 GIRNet: Interleaved Multi-Task Recurrent State Sequence Models AAAI 2019 Graph Neural Networks with Generated Parameters for Relation Extraction ACL 2019 Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning IJCAI 2019 HABLex: Human Annotated Bilingual Lexicons for Experiments in Machine Translation EMNLP 2019 HAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering AAAI 2019 Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables AAAI 2019 Hierarchical Inter-Attention Network for Document Classification with Multi-Task Learning IJCAI 2019 Hitachi at MRP 2019: Unified Encoder-to-Biaffine Network for Cross-Framework Meaning Representation Parsing CoNLL 2019 Hybrid Reinforcement Learning with Expert State Sequences AAAI 2019 Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning Interspeech 2019 Improved Road Connectivity by Joint Learning of Orientation and Segmentation CVPR 2019 Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN Interspeech 2019 Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data NAACL 2019