Representation Learning

The Emergence of Semantics in Neural Network Representations of Visual Information NAACL 2018 The EURECOM Submission to the First DIHARD Challenge Interspeech 2018 The Fine Line between Linguistic Generalization and Failure in Seq2Seq-Attention Models NAACL 2018 The Generalization Error of Dictionary Learning with Moreau Envelopes ICML 2018 The Geometry of Random Features AISTATS 2018 The glass ceiling in NLP EMNLP 2018 The Global Anchor Method for Quantifying Linguistic Shifts and Domain Adaptation NeurIPS 2018 The Influence of Context on Sentence Acceptability Judgements ACL 2018 The JHU Parallel Corpus Filtering Systems for WMT 2018 EMNLP 2018 The Price of Fair PCA: One Extra dimension NeurIPS 2018 The Price of Privacy for Low-rank Factorization NeurIPS 2018 The Role of Minimal Complexity Functions in Unsupervised Learning of Semantic Mappings ICLR 2018 The Role of Temporal Variation in Narrative Organization Interspeech 2018 The Sparse Manifold Transform NeurIPS 2018 The Unreasonable Effectiveness of Deep Features as a Perceptual Metric CVPR 2018 THU_NGN at SemEval-2018 Task 10: Capturing Discriminative Attributes with MLP-CNN model SemEval 2018 Tighter Variational Bounds are Not Necessarily Better ICML 2018 Toddler-Inspired Visual Object Learning NeurIPS 2018 Topic Compositional Neural Language Model AISTATS 2018 Topic Intrusion for Automatic Topic Model Evaluation EMNLP 2018 Topic or Style? Exploring the Most Useful Features for Authorship Attribution COLING 2018 Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization IJCAI 2018 Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks Interspeech 2018 Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach IJCAI 2018 Towards Controllable Story Generation NAACL 2018