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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

LIMSI@CoNLL’17: UD Shared Task CONLL 2017
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings EACL 2017
Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information CONLL 2017
Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks EACL 2017
End-to-end Relation Extraction using Neural Networks and Markov Logic Networks EACL 2017
Creating POS Tagging and Dependency Parsing Experts via Topic Modeling EACL 2017
Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech EACL 2017
If You Can’t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking EACL 2017
Multi-task Learning with Labeled and Unlabeled Tasks ICML 2017
Collaborative Partitioning for Coreference Resolution CONLL 2017
Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks INTERSPEECH 2017
Hierarchical LSTMs with Joint Learning for Estimating Customer Satisfaction from Contact Center Calls INTERSPEECH 2017
i-Vector DNN Scoring and Calibration for Noise Robust Speaker Verification INTERSPEECH 2017
The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously CORL 2017
End-to-End Learning of Semantic Grasping CORL 2017
Multitask Learning with CTC and Segmental CRF for Speech Recognition INTERSPEECH 2017
Attention-Based LSTM with Multi-Task Learning for Distant Speech Recognition INTERSPEECH 2017
Empirical Exploration of Novel Architectures and Objectives for Language Models INTERSPEECH 2017
Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition INTERSPEECH 2017
Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition IJCAI 2017
Dual Supervised Learning ICML 2017
Deep Auto-Encoder Based Multi-Task Learning Using Probabilistic Transcriptions INTERSPEECH 2017
Modelling Interactions in High-dimensional Data with Backtracking JMLR 2016
Joint Structural Estimation of Multiple Graphical Models JMLR 2016
User Classification with Multiple Textual Perspectives COLING 2016