A Comprehensive Survey on Automatic Knowledge Graph Construction

Aligning and linking entity mentions in image, text, and knowledge base

(2022) Shahi Dost et al.   DATA & KNOWLEDGE ENGINEERING

Dynamic knowledge graph reasoning based on deep reinforcement learning

(2022) Hao Liu et al.   KNOWLEDGE-BASED SYSTEMS

A Survey on Explainable Fake News Detection

(2022) Ken MISHIMA et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Representation iterative fusion based on heterogeneous graph neural network for joint entity and relation extraction

(2021) Kang Zhao et al.   KNOWLEDGE-BASED SYSTEMS

CAFE: Knowledge graph completion using neighborhood-aware features

(2021) Agustín Borrego et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

An ontology-based deep learning approach for triple classification with out-of-knowledge-base entities

(2021) Elvira Amador-Domínguez et al.   INFORMATION SCIENCES

Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey

(2021) Tapas Nayak et al.   Cognitive Computation

Towards evolutionary knowledge representation under the big data circumstance

(2021) Xuhui Li et al.   ELECTRONIC LIBRARY

Tucker decomposition-based temporal knowledge graph completion

(2021) Pengpeng Shao et al.   KNOWLEDGE-BASED SYSTEMS

A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

(2021) Shaoxiong Ji et al.   IEEE Transactions on Neural Networks and Learning Systems

Web Table Extraction, Retrieval, and Augmentation

(2020) Shuo Zhang et al.   ACM Transactions on Intelligent Systems and Technology

Technical perspective: Entity matching with Magellan

(2020) Wang-Chiew Tan   COMMUNICATIONS OF THE ACM

A benchmarking study of embedding-based entity alignment for knowledge graphs

(2020) Zequn Sun et al.   Proceedings of the VLDB Endowment

Deepfakes and beyond: A Survey of face manipulation and fake detection

(2020) Ruben Tolosana et al.   Information Fusion

MemoryPath: A deep reinforcement learning framework for incorporating memory component into knowledge graph reasoning

(2020) Shuangyin Li et al.   NEUROCOMPUTING

ADRL: A Hybrid Anomaly-Aware Deep Reinforcement Learning-Based Resource Scaling in Clouds

(2020) Sara Kardani-Moghaddam et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

DAPath: Distance-aware knowledge graph reasoning based on deep reinforcement learning

(2020) Prayag Tiwari et al.   NEURAL NETWORKS

A Survey on Deep Learning for Named Entity Recognition

(2020) Jing Li et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

KGGen: A Generative Approach for Incipient Knowledge Graph Population

(2020) Hao Chen et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Multi-Scale Dynamic Convolutional Network for Knowledge Graph Embedding

(2020) Zhaoli Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Survey on Knowledge Graph-Based Recommender Systems

(2020) Qingyu Guo et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Joint entity recognition and relation extraction as a multi-head selection problem

(2018) Giannis Bekoulis et al.   EXPERT SYSTEMS WITH APPLICATIONS

Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All

(2018) Minh C. Phan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

On big wisdom

(2018) Minghui Wu et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Explanation in artificial intelligence: Insights from the social sciences

(2018) Tim Miller   ARTIFICIAL INTELLIGENCE

Knowledge Graph Embedding: A Survey of Approaches and Applications

(2017) Quan Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Joint entity and relation extraction based on a hybrid neural network

(2017) Suncong Zheng et al.   NEUROCOMPUTING

Effective and efficient Semantic Table Interpretation using TableMiner+

(2017) Ziqi Zhang   Semantic Web

A retrospective of knowledge graphs

(2016) Jihong Yan et al.   Frontiers of Computer Science

Knowledge graph refinement: A survey of approaches and evaluation methods

(2016) Heiko Paulheim   Semantic Web

Transfer joint embedding for cross-domain named entity recognition

(2013) Sinno Jialin Pan et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

A Constraint-Based Hypergraph Partitioning Approach to Coreference Resolution

(2013) Emili Sapena et al.   COMPUTATIONAL LINGUISTICS

Data mining with big data

(2013) Xindong Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Relational retrieval using a combination of path-constrained random walks

(2010) Ni Lao et al.   MACHINE LEARNING

Falcon-AO: A practical ontology matching system

(2008) Wei Hu et al.   Journal of Web Semantics