Deep Learning

Estimating Linguistic Complexity for Science Texts NAACL 2018 Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML 2018 Extending Neural Generative Conversational Model using External Knowledge Sources EMNLP 2018 Fine-Grained Temporal Orientation and its Relationship with Psycho-Demographic Correlates NAACL 2018 Functional Gradient Boosting based on Residual Network Perception ICML 2018 Gradient Descent Learns Linear Dynamical Systems JMLR 2018 Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning IJCAI 2018 Learning Discriminative Features for Speaker Identification and Verification Interspeech 2018 Learning linear structural equation models in polynomial time and sample complexity AISTATS 2018 Learning to Round for Discrete Labeling Problems AISTATS 2018 Low-Resource Machine Transliteration Using Recurrent Neural Networks of Asian Languages ACL 2018 Marian: Fast Neural Machine Translation in C++ ACL 2018 Mining Possessions: Existence, Type and Temporal Anchors NAACL 2018 MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge SemEval 2018 Model-free, Model-based, and General Intelligence IJCAI 2018 MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing EMNLP 2018 Multi-encoder Transformer Network for Automatic Post-Editing EMNLP 2018 Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification Interspeech 2018 Named Entity Recognition for Hindi-English Code-Mixed Social Media Text ACL 2018 Neural Latent Extractive Document Summarization EMNLP 2018 Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies NAACL 2018 On Learning to Identify Genders from Raw Speech Signal Using CNNs Interspeech 2018 Prediction Models for Risk of Type-2 Diabetes Using Health Claims ACL 2018 RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets ACML 2018 Reasoning with Sarcasm by Reading In-Between ACL 2018