Deep Learning

Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference EMNLP 2018 Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition EMNLP 2018 Comparison of Representations of Named Entities for Document Classification ACL 2018 Comparison of Unsupervised Modulation Filter Learning Methods for ASR Interspeech 2018 Complex Gated Recurrent Neural Networks NeurIPS 2018 Complex Word Identification: Convolutional Neural Network vs. Feature Engineering NAACL 2018 Composing Finite State Transducers on GPUs ACL 2018 Composite Functional Gradient Learning of Generative Adversarial Models ICML 2018 Compositional Attention Networks for Machine Reasoning ICLR 2018 Compositional Morpheme Embeddings with Affixes as Functions and Stems as Arguments ACL 2018 Compositional Representation of Morphologically-Rich Input for Neural Machine Translation ACL 2018 Compressing Neural Networks using the Variational Information Bottleneck ICML 2018 Compressing Word Embeddings via Deep Compositional Code Learning ICLR 2018 Computationally Constructed Concepts: A Machine Learning Approach to Metaphor Interpretation Using Usage-Based Construction Grammatical Cues NAACL 2018 Computing Higher Order Derivatives of Matrix and Tensor Expressions NeurIPS 2018 Concatenative Resynthesis with Improved Training Signals for Speech Enhancement Interspeech 2018 Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning ACL 2018 Concorde: Morphological Agreement in Conversational Models ACML 2018 CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR 2018 Conditional Adversarial Domain Adaptation NeurIPS 2018 Conditional Affordance Learning for Driving in Urban Environments CoRL 2018 Conditional-Computation-Based Recurrent Neural Networks for Computationally Efficient Acoustic Modelling Interspeech 2018 Conditional End-to-End Audio Transforms Interspeech 2018 Conditional Generative Adversarial Network for Structured Domain Adaptation CVPR 2018 Conditional Generators of Words Definitions ACL 2018