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Deep Learning

1,856 papers

Papers per year

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Papers

Efficient Convolutional Neural Networks for Diacritic Restoration EMNLP 2019
Sampling Bias in Deep Active Classification: An Empirical Study EMNLP 2019
Exploiting Monolingual Data at Scale for Neural Machine Translation EMNLP 2019
Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization EMNLP 2019
A deep-learning framework to detect sarcasm targets EMNLP 2019
Charge-Based Prison Term Prediction with Deep Gating Network EMNLP 2019
Restoring ancient text using deep learning: a case study on Greek epigraphy EMNLP 2019
Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task EMNLP 2019
Analysing Coreference in Transformer Outputs EMNLP 2019
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP 2019
Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019
Findings of the Third Workshop on Neural Generation and Translation EMNLP 2019
Towards Automated Semantic Role Labelling of Hindi-English Code-Mixed Tweets EMNLP 2019
Adapting Deep Learning Methods for Mental Health Prediction on Social Media EMNLP 2019
Learning Discriminative Model Prediction for Tracking ICCV 2019
Event Prediction in Complex Social Graphs using One-Dimensional Convolutional Neural Network IJCAI 2019
A Mobile Application for Sound Event Detection IJCAI 2019
Efficient Convolutional Neural Networks for Diacritic Restoration IJCNLP 2019
A deep-learning framework to detect sarcasm targets IJCNLP 2019
Restoring ancient text using deep learning: a case study on Greek epigraphy IJCNLP 2019
EGG: a toolkit for research on Emergence of lanGuage in Games IJCNLP 2019
Statistical Approach to Speech Synthesis: Past, Present and Future INTERSPEECH 2019
Survey Talk: Modeling in Automatic Speech Recognition: Beyond Hidden Markov Models INTERSPEECH 2019
Very Deep Self-Attention Networks for End-to-End Speech Recognition INTERSPEECH 2019
On Nonlinear Spatial Filtering in Multichannel Speech Enhancement INTERSPEECH 2019