KGAT: Knowledge Graph Attention Network for Recommendation May 20, 2019 Explainable Recommendation Graph Neural Network
Code Code Available PaperRobot: Incremental Draft Generation of Scientific Ideas May 20, 2019 Graph Attention Knowledge Graphs
Code Code Available ERNIE: Enhanced Language Representation with Informative Entities May 17, 2019 Entity Linking Entity Typing
Code Code Available TuckER: Tensor Factorization for Knowledge Graph Completion May 16, 2019 Knowledge Graph Completion Knowledge Graphs
Code Code Available Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs May 13, 2019 Entity Alignment Knowledge Graphs
Code Code Available Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems May 11, 2019 Feature Engineering Graph Neural Network
Code Code Available Cyber-All-Intel: An AI for Security related Threat Intelligence May 7, 2019 All Knowledge Graphs
— Unverified Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling May 4, 2019 AI Agent Knowledge Graphs
Code Code Available Pretrained Transformers for Simple Question Answering May 2, 2019 Knowledge Graphs Prediction
— Unverified Aligning Open IE Relations and KB Relations using a Siamese Network Based on Word Embedding May 1, 2019 Knowledge Graphs Open Information Extraction
— Unverified ASER: A Large-scale Eventuality Knowledge Graph May 1, 2019 Knowledge Graphs World Knowledge
Code Code Available Neural Variational Inference For Embedding Knowledge Graphs May 1, 2019 Knowledge Graphs Variational Inference
— Unverified Graph Transformer May 1, 2019 Few-Shot Learning General Classification
— Unverified On the Use of ArXiv as a Dataset Apr 30, 2019 Articles Author Attribution
Code Code Available Soft Marginal TransE for Scholarly Knowledge Graph Completion Apr 27, 2019 Knowledge Graph Completion Knowledge Graphs
— Unverified Quaternion Knowledge Graph Embeddings Apr 23, 2019 Graph Embedding Knowledge Graph Completion
Code Code Available Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts Apr 16, 2019 Decoder Entity Disambiguation
Code Code Available Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs Apr 11, 2019 Knowledge Graphs Link Prediction
Code Code Available Graph Pattern Entity Ranking Model for Knowledge Graph Completion Apr 5, 2019 Graph Embedding Knowledge Graph Completion
— Unverified Text Generation from Knowledge Graphs with Graph Transformers Apr 4, 2019 Decoder Dialogue Generation
Code Code Available Modeling Drug-Disease Relations with Linguistic and Knowledge Graph Constraints Mar 31, 2019 Knowledge Graphs
— Unverified Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective Mar 27, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation Mar 25, 2019 Graph Learning Knowledge Graphs
— Unverified Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs Mar 25, 2019 Knowledge Graphs Machine Reading Comprehension
Code Code Available Equivariant Entity-Relationship Networks Mar 21, 2019 Knowledge Graphs
Code Code Available Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning Mar 21, 2019 Entity Embeddings Knowledge Graphs
— Unverified Natural Language Generation at Scale: A Case Study for Open Domain Question Answering Mar 19, 2019 Decoder Knowledge Graphs
— Unverified Matching Entities Across Different Knowledge Graphs with Graph Embeddings Mar 15, 2019 General Classification Knowledge Graphs
Code Code Available What relations are reliably embeddable in Euclidean space? Mar 13, 2019 Knowledge Graphs Relation
— Unverified MMKG: Multi-Modal Knowledge Graphs Mar 13, 2019 Knowledge Graphs Link Prediction
Code Code Available Interaction Embeddings for Prediction and Explanation in Knowledge Graphs Mar 12, 2019 Graph Embedding Knowledge Graph Embedding
— Unverified Jointly Learning Explainable Rules for Recommendation with Knowledge Graph Mar 9, 2019 Explainable Recommendation Knowledge Graphs
Code Code Available A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation Mar 8, 2019 Deep Reinforcement Learning Knowledge Graphs
— Unverified EL Embeddings: Geometric construction of models for the Description Logic EL ++ Feb 27, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Feb 26, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available Learning When Not to Answer: A Ternary Reward Structure for Reinforcement Learning based Question Answering Feb 26, 2019 Knowledge Graphs Question Answering
— Unverified Augmenting Neural Machine Translation with Knowledge Graphs Feb 23, 2019 Knowledge Graphs Machine Translation
Code Code Available Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness Feb 21, 2019 Knowledge Graphs
Code Code Available Variational Quantum Circuit Model for Knowledge Graphs Embedding Feb 19, 2019 Graph Embedding Knowledge Graph Embedding
— Unverified Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization Feb 8, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available Binarized Knowledge Graph Embeddings Feb 8, 2019 Knowledge Graph Completion Knowledge Graph Embeddings
Code Code Available A Relational Tucker Decomposition for Multi-Relational Link Prediction Feb 3, 2019 Graph Embedding Knowledge Graph Embedding
— Unverified Discovering Implicational Knowledge in Wikidata Feb 3, 2019 Knowledge Graphs
— Unverified Open Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly Knowledge Jan 30, 2019 Form Knowledge Graphs
— Unverified TuckER: Tensor Factorization for Knowledge Graph Completion Jan 28, 2019 Knowledge Graph Completion Knowledge Graphs
Code Code Available Improving Image Captioning by Leveraging Knowledge Graphs Jan 25, 2019 Image Captioning Knowledge Graphs
— Unverified Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation Jan 23, 2019 Collaborative Filtering Graph Embedding
Code Code Available A tensorized logic programming language for large-scale data Jan 20, 2019 Knowledge Graphs
— Unverified Learning Vertex Representations for Bipartite Networks Jan 16, 2019 Collaborative Filtering Knowledge Graphs
Code Code Available Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize Dec 27, 2018 Knowledge Graphs Management
— Unverified 