Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs Jul 22, 2019 Knowledge Graphs Question Answering
— Unverified KVQA: Knowledge-Aware Visual Question Answering Jul 17, 2019 Knowledge Graphs Question Answering
— Unverified I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs Jul 17, 2019 Action Recognition Attribute
Code Code Available A Neural Turing~Machine for Conditional Transition Graph Modeling Jul 15, 2019 BIG-bench Machine Learning Information Retrieval
— Unverified Tackling Graphical NLP problems with Graph Recurrent Networks Jul 13, 2019 Graph Neural Network Knowledge Graphs
Code Code Available Making Study Populations Visible through Knowledge Graphs Jul 9, 2019 Knowledge Graphs
— Unverified Adaptive Margin Ranking Loss for Knowledge Graph Embeddings via a Correntropy Objective Function Jul 9, 2019 Knowledge Graph Embeddings Knowledge Graphs
— Unverified Knowledge-aware Pronoun Coreference Resolution Jul 8, 2019 coreference-resolution Coreference Resolution
Code Code Available Weakly-supervised Knowledge Graph Alignment with Adversarial Learning Jul 6, 2019 Knowledge Graphs
— Unverified Diachronic Embedding for Temporal Knowledge Graph Completion Jul 6, 2019 Knowledge Graph Completion Knowledge Graphs
Code Code Available Barack's Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling Jul 1, 2019 Knowledge Graphs Language Modeling
Code Code Available OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs Jul 1, 2019 Decoder Knowledge Graphs
— Unverified Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective Jul 1, 2019 Knowledge Graphs Translation
— Unverified Augmenting and Tuning Knowledge Graph Embeddings Jul 1, 2019 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available Uncovering the Semantics of Wikipedia Categories Jun 28, 2019 Entity Disambiguation Knowledge Graphs
Code Code Available Constructing Information-Lossless Biological Knowledge Graphs from Conditional Statements Jun 26, 2019 Attribute Knowledge Graphs
— Unverified Generalization to Novel Objects using Prior Relational Knowledge Jun 26, 2019 Knowledge Graphs Sokoban
— Unverified Ekar: An Explainable Method for Knowledge Aware Recommendation Jun 22, 2019 Knowledge-Aware Recommendation Knowledge Graphs
Code Code Available Neural Machine Translating from Natural Language to SPARQL Jun 21, 2019 Knowledge Graphs Machine Translation
Code Code Available Explainable Fact Checking with Probabilistic Answer Set Programming Jun 21, 2019 Fact Checking Knowledge Graphs
— Unverified Probabilistic Logic Neural Networks for Reasoning Jun 20, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available Observing LOD using Equivalent Set Graphs: it is mostly flat and sparsely linked Jun 19, 2019 Knowledge Graphs
— Unverified Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling Jun 17, 2019 Knowledge Graphs Language Modeling
Code Code Available Cognitive Knowledge Graph Reasoning for One-shot Relational Learning Jun 13, 2019 Knowledge Graphs Relational Reasoning
Code Code Available Representation Learning for Words and Entities Jun 12, 2019 Knowledge Graphs Representation Learning
— Unverified Reinforcement Knowledge Graph Reasoning for Explainable Recommendation Jun 12, 2019 Causal Inference Decision Making
Code Code Available Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings Jun 12, 2019 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Jun 12, 2019 graph construction Knowledge Base Construction
Code Code Available Multi-view Knowledge Graph Embedding for Entity Alignment Jun 6, 2019 Entity Alignment Graph Embedding
Code Code Available Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs Jun 4, 2019 Knowledge Base Completion Knowledge Graph Completion
Code Code Available TechNet: Technology Semantic Network Based on Patent Data Jun 2, 2019 Knowledge Graphs Retrieval
Code Code Available Abstract Graphs and Abstract Paths for Knowledge Graph Completion Jun 1, 2019 Entity Embeddings Knowledge Graph Completion
— Unverified Knowledge Hypergraphs: Prediction Beyond Binary Relations Jun 1, 2019 Entity Embeddings Knowledge Graph Completion
Code Code Available Automated assessment of knowledge hierarchy evolution: comparing directed acyclic graphs Jun 1, 2019 Knowledge Graph Completion Knowledge Graphs
— Unverified Leveraging Semantics for Incremental Learning in Multi-Relational Embeddings May 29, 2019 Incremental Learning Knowledge Graphs
— Unverified Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation May 29, 2019 Knowledge Graphs
— Unverified Triple2Vec: Learning Triple Embeddings from Knowledge Graphs May 28, 2019 Clustering Graph Embedding
— Unverified Representation Learning for Dynamic Graphs: A Survey May 27, 2019 Decoder Knowledge Graphs
— Unverified TACAM: Topic And Context Aware Argument Mining May 26, 2019 Argument Mining Knowledge Graphs
— Unverified Path Ranking with Attention to Type Hierarchies May 26, 2019 Knowledge Base Completion Knowledge Graphs
Code Code Available MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs May 25, 2019 Knowledge Graphs Link Prediction
Code Code Available Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers May 25, 2019 Knowledge Graphs Recommendation Systems
Code Code Available ESA: Entity Summarization with Attention May 25, 2019 Clustering Knowledge Graphs
Code Code Available Content based News Recommendation via Shortest Entity Distance over Knowledge Graphs May 24, 2019 Articles Knowledge Graphs
Code Code Available Multi-relational Poincaré Graph Embeddings May 23, 2019 Entity Embeddings Knowledge Graphs
Code Code Available Toward Understanding The Effect of Loss Function on The Performance of Knowledge Graph Embedding May 22, 2019 Graph Embedding Knowledge Graph Embedding
— Unverified Simulation and Augmentation of Social Networks for Building Deep Learning Models May 22, 2019 Knowledge Graphs
Code Code Available LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules May 21, 2019 Graph Embedding Knowledge Graph Embedding
— Unverified Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks May 21, 2019 Knowledge Graphs Question Answering
— Unverified EventKG - the Hub of Event Knowledge on the Web - and Biographical Timeline Generation May 21, 2019 Knowledge Graphs
— Unverified 