Representation Learning

Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions ICML 2018 Character-level Chinese-English Translation through ASCII Encoding EMNLP 2018 Character-Level Feature Extraction with Densely Connected Networks COLING 2018 Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks Interspeech 2018 Characters or Morphemes: How to Represent Words? ACL 2018 Chargrid: Towards Understanding 2D Documents EMNLP 2018 Chinese NER Using Lattice LSTM ACL 2018 CitiusNLP at SemEval-2018 Task 10: The Use of Transparent Distributional Models and Salient Contexts to Discriminate Word Attributes SemEval 2018 ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings SemEval 2018 Closing Brackets with Recurrent Neural Networks EMNLP 2018 CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018 CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM CVPR 2018 Coding Kendall's Shape Trajectories for 3D Action Recognition CVPR 2018 Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach ACL 2018 Cold-Start Aware User and Product Attention for Sentiment Classification ACL 2018 Collaborative Learning for Deep Neural Networks NeurIPS 2018 Collaboratively Weighting Deep and Classic Representation via l_2 Regularization for Image Classification ACML 2018 Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation EMNLP 2018 Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware Recommendation NAACL 2018 Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research EMNLP 2018 Commonsense for Generative Multi-Hop Question Answering Tasks EMNLP 2018 Commonsense Justification for Action Explanation EMNLP 2018 Commonsense mining as knowledge base completion? A study on the impact of novelty NAACL 2018 Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation AISTATS 2018 Comparative Analysis of Neural QA models on SQuAD ACL 2018