nlp:knowledge_graphs

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Table of Contents

Knowledge Graphs

Knowledge Graphs

Overviews

Knowledge Graphs
- Gi et al 2020 - A Survey on Knowledge Graphs: Representation, Acquisition and Applications
Knowledge Graph Completion
- A Survey on Knowledge Graph Embeddings for Link Prediction
- Arora 2020 - A Survey on Graph Neural Networks for Knowledge Graph Completion

Knowledge Graph Construction

See also Relation Extraction.

Dong et al 2020 - AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types

Knowledge Graph Completion

Text-Enhanced Knowledge Graph Extension

This is a relatively unexplored area, see Wood 2021 (NAACL 2021 Video).

Wood et al 2021 - Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction

Reasoning With Knowledge Graphs

Das et al 2020 - A Simple Approach to Case-Based Reasoning in Knowledge Bases

Software

DBpedia

Related Pages

Information Extraction

nlp/knowledge_graphs.1623262793.txt.gz · Last modified: 2023/06/15 07:36 (external edit)