IEEE

Question-Directed Reasoning With Relation-Aware Graph Attention Network for Complex Question Answering Over Knowledge Graph

Abstract: Complex knowledge graph question answering (KGQA) aims at answering natural language questions by entities retrieving from a knowledge graph (KG). Recently, the relation path-based models ...
GitHub

KG Memory: Knowledge Graph Memory with a MCP Server

A Model Context Protocol (MCP) server that implements a heavily typed knowledge graph-based memory system with AI-powered entity and relation extraction. Unlike other memory systems that rely on basic ...
Microsoft

Using a Knowledge Graph and Query Click Logs for Unsupervised Learning of Relation Detection

We present unsupervised methods for training relation detection models from the semantic knowledge graphs of the semantic web. The detected relations are used to synthetically generate natural ...
Microsoft

RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network

In this paper, we present a novel method named RECON, that automatically identifies relations in a sentence (sentential relation extraction) and aligns to a knowledge graph (KG). RECON uses a graph ...
Yahoo Finance

Introducing Relation, A Multi-chain Social Graph Data Explorer On Web3

Shanghai, China, April 11, 2022 (GLOBE NEWSWIRE) -- Through continuous data mining and analysis for web 3 applications, Relation intends to launch its multi-chain social graph, which will provide ...
IEEE

Heterogeneous Graph Path Reasoning Based Document-Level Relation Extraction for Equipment Domains

Abstract: Document-level relation extraction is one of the foundational tasks for constructing an equipment domain knowledge graph. However, existing document-level relation extraction models in the ...