Representation Learning

Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018 Bidirectional Attentive Fusion With Context Gating for Dense Video Captioning CVPR 2018 Bilevel Distance Metric Learning for Robust Image Recognition NeurIPS 2018 Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018 BinLin: A Simple Method of Dependency Tree Linearization ACL 2018 Black Box FDR ICML 2018 Blind Predicting Similar Quality Map for Image Quality Assessment CVPR 2018 Boosted Sparse and Low-Rank Tensor Regression NeurIPS 2018 Boosting Combinatorial Problem Modeling with Machine Learning IJCAI 2018 Bridging Languages through Images with Deep Partial Canonical Correlation Analysis ACL 2018 Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP) CoNLL 2018 Building Context-aware Clause Representations for Situation Entity Type Classification EMNLP 2018 Can LSTM Learn to Capture Agreement? The Case of Basque EMNLP 2018 Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation? NAACL 2018 Canonical Tensor Decomposition for Knowledge Base Completion ICML 2018 Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting EMNLP 2018 Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models EMNLP 2018 Cartoon-to-Photo Facial Translation with Generative Adversarial Networks ACML 2018 Cascaded Mutual Modulation for Visual Reasoning EMNLP 2018 Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models NeurIPS 2018 Causal Inference with Noisy and Missing Covariates via Matrix Factorization NeurIPS 2018 CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation SemEval 2018 Challenges in Converting the Index Thomisticus Treebank into Universal Dependencies EMNLP 2018 Change-Point Computation for Large Graphical Models: A Scalable Algorithm for Gaussian Graphical Models with Change-Points JMLR 2018 Character-Based Neural Networks for Sentence Pair Modeling NAACL 2018