Representation

Chinese Hypernym-Hyponym Extraction from User Generated Categories COLING 2016 Complex Embeddings for Simple Link Prediction ICML 2016 Cross-Graph Learning of Multi-Relational Associations ICML 2016 Discriminative Gaifman Models NeurIPS 2016 Efficient Grounding of Abstract Spatial Concepts for Natural Language Interaction with Robot Manipulators RSS 2016 GAKE: Graph Aware Knowledge Embedding COLING 2016 Knowledge-Driven Event Embedding for Stock Prediction COLING 2016 Named Entity Disambiguation for little known referents: a topic-based approach COLING 2016 NL2KB: Resolving Vocabulary Gap between Natural Language and Knowledge Base in Knowledge Base Construction and Retrieval COLING 2016 Nonparametric Network Models for Link Prediction JMLR 2016 Predicting the Evocation Relation between Lexicalized Concepts COLING 2016 Querying Data Graphs with Arithmetical Regular Expressions IJCAI 2016 The Open Framework for Developing Knowledge Base And Question Answering System COLING 2016 Topic-Based Embeddings for Learning from Large Knowledge Graphs AISTATS 2016 Towards Time-Aware Knowledge Graph Completion COLING 2016 Tractable Operations for Arithmetic Circuits of Probabilistic Models NeurIPS 2016 Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction EMNLP 2015 Statistical Unfolded Logic Learning ACML 2015 An Integer Polynomial Programming Based Framework for Lifted MAP Inference NeurIPS 2014 Learning on graphs using Orthonormal Representation is Statistically Consistent NeurIPS 2014 Non-Asymptotic Analysis of Relational Learning with One Network AISTATS 2014 Reducing the Rank in Relational Factorization Models by Including Observable Patterns NeurIPS 2014 A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks NeurIPS 2013 Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models NeurIPS 2013 Convex Relaxations for Learning Bounded-Treewidth Decomposable Graphs ICML 2013