Representation Learning

PredCNN: Predictive Learning with Cascade Convolutions IJCAI 2018 Predicting Adolescents’ Educational Track from Chat Messages on Dutch Social Media EMNLP 2018 Predicting Brain Activation with WordNet Embeddings ACL 2018 Predicting Categorical Emotions by Jointly Learning Primary and Secondary Emotions through Multitask Learning Interspeech 2018 Predicting Semantic Relations using Global Graph Properties EMNLP 2018 Predicting Twitter User Demographics from Names Alone NAACL 2018 PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning ICML 2018 Preposition Sense Disambiguation and Representation EMNLP 2018 Preserving Semantic Relations for Zero-Shot Learning CVPR 2018 Principled Selection of Hyperparameters in the Latent Dirichlet Allocation Model JMLR 2018 Probabilistic Boolean Tensor Decomposition ICML 2018 Probabilistic FastText for Multi-Sense Word Embeddings ACL 2018 Probing sentence embeddings for structure-dependent tense EMNLP 2018 Processing of missing data by neural networks NeurIPS 2018 Progressive Generative Hashing for Image Retrieval IJCAI 2018 Prometheus : Directly Learning Acyclic Directed Graph Structures for Sum-Product Networks PGM 2018 Provable Gaussian Embedding with One Observation NeurIPS 2018 Punctuation Prediction Model for Conversational Speech Interspeech 2018 Put It Back: Entity Typing with Language Model Enhancement EMNLP 2018 Pyconstruct: Constraint Programming Meets Structured Prediction IJCAI 2018 Quadrature-based features for kernel approximation NeurIPS 2018 Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning IJCAI 2018 Quantifying Context Overlap for Training Word Embeddings EMNLP 2018 Quantifying the Visual Concreteness of Words and Topics in Multimodal Datasets NAACL 2018 Quantifying training challenges of dependency parsers COLING 2018