Incorporating logic rules with textual representations for interpretable knowledge graph reasoning
Abstract Reasoning on knowledge graphs (KGs) is significant for downstream applications,
such as question answering and information extraction. On the basis of using factual triples …
such as question answering and information extraction. On the basis of using factual triples …
Multi-task pre-training language model for semantic network completion
Semantic networks, exemplified by the knowledge graph, serve as a means to represent
knowledge by leveraging the structure of a graph. While the knowledge graph exhibits …
knowledge by leveraging the structure of a graph. While the knowledge graph exhibits …
Measuring Social Norms of Large Language Models
We present a new challenge to examine whether large language models understand social
norms. In contrast to existing datasets, our dataset requires a fundamental understanding of …
norms. In contrast to existing datasets, our dataset requires a fundamental understanding of …
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning
Retrieval-augmented generation (RAG) is a framework enabling large language models
(LLMs) to enhance their accuracy and reduce hallucinations by integrating external …
(LLMs) to enhance their accuracy and reduce hallucinations by integrating external …
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
Healthcare knowledge graphs (HKGs) are valuable tools for organizing biomedical concepts
and their relationships with interpretable structures. The recent advent of large language …
and their relationships with interpretable structures. The recent advent of large language …
Automated Knowledge Graph Completion for Natural Language Understanding: Known Paths and Future Directions
G Buzzega, V Guidetti, F Mandreoli… - CEUR WORKSHOP …, 2023 - iris.unimore.it
Abstract Knowledge Graphs (KGs) are large collections of structured data that can model
real world knowledge and are important assets for the companies that employ them. KGs are …
real world knowledge and are important assets for the companies that employ them. KGs are …