Evaluation Dataset and Methodology for Extracting Application-Specific Taxonomies from the Wikipedia Knowledge Graph May 1, 2020 Knowledge Graphs
— Unverified KORE 50\^DYWC: An Evaluation Data Set for Entity Linking Based on DBpedia, YAGO, Wikidata, and Crunchbase May 1, 2020 Entity Linking Knowledge Graphs
— Unverified Multiple Knowledge GraphDB (MKGDB) May 1, 2020 Clustering Knowledge Graphs
— Unverified Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering May 1, 2020 Knowledge Graphs Question Answering
Code Code Available Explainable Link Prediction for Emerging Entities in Knowledge Graphs May 1, 2020 Knowledge Graphs Link Prediction
Code Code Available Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering May 1, 2020 Knowledge Graphs Question Answering
— Unverified Enriching Documents with Compact, Representative, Relevant Knowledge Graphs May 1, 2020 Combinatorial Optimization Knowledge Graphs
Code Code Available Cross-lingual Entity Alignment with Incidental Supervision May 1, 2020 Entity Alignment Knowledge Graphs
Code Code Available ENT-DESC: Entity Description Generation by Exploring Knowledge Graph Apr 30, 2020 Graph-to-Sequence KG-to-Text Generation
Code Code Available Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion Apr 30, 2020 Graph Embedding Knowledge Graph Completion
Code Code Available Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning Apr 29, 2020 Entity Linking Knowledge Base Completion
— Unverified Exploring the Suitability of Semantic Spaces as Word Association Models for the Extraction of Semantic Relationships Apr 29, 2020 Knowledge Graphs Relation
— Unverified Out-of-Sample Representation Learning for Multi-Relational Graphs Apr 28, 2020 Knowledge Graphs Representation Learning
Code Code Available Entity Type Prediction in Knowledge Graphs using Embeddings Apr 28, 2020 Entity Typing Information Retrieval
— Unverified KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion Apr 28, 2020 Knowledge Graphs Transfer Learning
Code Code Available Towards Discourse Parsing-inspired Semantic Storytelling Apr 25, 2020 coreference-resolution Coreference Resolution
— Unverified Question Answering over Curated and Open Web Sources Apr 24, 2020 Information Retrieval Knowledge Graphs
— Unverified Event-QA: A Dataset for Event-Centric Question Answering over Knowledge Graphs Apr 24, 2020 Knowledge Graphs Question Answering
— Unverified TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs Apr 22, 2020 Entity Alignment Entity Embeddings
Code Code Available Semantic Entity Enrichment by Leveraging Multilingual Descriptions for Link Prediction Apr 22, 2020 Knowledge Graphs Link Prediction
— Unverified Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation Apr 21, 2020 Knowledge Graphs Semantic Segmentation
Code Code Available LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction Apr 21, 2020 Graph Embedding Knowledge Graph Embedding
Code Code Available COVID-19 and Company Knowledge Graphs: Assessing Golden Powers and Economic Impact of Selective Lockdown via AI Reasoning Apr 21, 2020 Knowledge Graphs
— Unverified Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning Apr 19, 2020 Dialogue Generation Knowledge Graphs
— Unverified Duplication Detection in Knowledge Graphs: Literature and Tools Apr 17, 2020 Knowledge Graphs
Code Code Available Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation Apr 17, 2020 Decision Making Deep Reinforcement Learning
— Unverified Learning Structured Embeddings of Knowledge Graphs with Adversarial Learning Framework Apr 15, 2020 General Classification Knowledge Graph Completion
— Unverified KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Apr 8, 2020 Domain Adaptation Knowledge Graphs
Code Code Available Generative Adversarial Zero-shot Learning via Knowledge Graphs Apr 7, 2020 Attribute image-classification
— Unverified Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders Apr 6, 2020 Knowledge Graphs Link Prediction
Code Code Available Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction Apr 2, 2020 Graph Embedding Knowledge Graph Completion
— Unverified Personal Health Knowledge Graphs for Patients Mar 31, 2020 Knowledge Graphs
— Unverified Graph Hawkes Neural Network for Forecasting on Temporal Knowledge Graphs Mar 30, 2020 Knowledge Graphs
Code Code Available Deep Learning on Knowledge Graph for Recommender System: A Survey Mar 25, 2020 Deep Learning Graph Embedding
— Unverified End-to-End Entity Classification on Multimodal Knowledge Graphs Mar 25, 2020 Classification General Classification
Code Code Available What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization Mar 23, 2020 Knowledge Graphs Question Answering
Code Code Available Self-Constructing Graph Convolutional Networks for Semantic Labeling Mar 15, 2020 Graph Reconstruction Knowledge Graphs
Code Code Available Evaluating Logical Generalization in Graph Neural Networks Mar 14, 2020 Continual Learning Diversity
Code Code Available Towards Learning Instantiated Logical Rules from Knowledge Graphs Mar 13, 2020 Inductive knowledge graph completion Knowledge Graph Completion
Code Code Available Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning Mar 12, 2020 Graph Neural Network Knowledge Graphs
— Unverified Entity Extraction from Wikipedia List Pages Mar 11, 2020 Entity Extraction using GAN Knowledge Graphs
— Unverified A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs Mar 10, 2020 Benchmarking Entity Alignment
Code Code Available KGvec2go -- Knowledge Graph Embeddings as a Service Mar 9, 2020 Knowledge Graph Embeddings Knowledge Graphs
— Unverified Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution Mar 9, 2020 Attribute Knowledge Graphs
Code Code Available DeepLENS: Deep Learning for Entity Summarization Mar 8, 2020 Deep Learning Knowledge Graphs
Code Code Available Dependently Typed Knowledge Graphs Mar 8, 2020 Knowledge Graphs
— Unverified Knowledge Graphs and Knowledge Networks: The Story in Brief Mar 7, 2020 Knowledge Graphs Link Prediction
— Unverified On the Role of Conceptualization in Commonsense Knowledge Graph Construction Mar 6, 2020 Diversity graph construction
Code Code Available Knowledge Graphs Mar 4, 2020 Knowledge Graphs
Code Code Available Knowledge Graphs on the Web -- an Overview Mar 2, 2020 Knowledge Graphs
— Unverified 