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Ontofact: Unveiling fantastic fact-skeleton of llms via ontology-driven reinforcement learning
Large language models (LLMs) have demonstrated impressive proficiency in information
retrieval, while they are prone to generating incorrect responses that conflict with reality, a …
retrieval, while they are prone to generating incorrect responses that conflict with reality, a …
Large language models: Expectations for semantics-driven systems engineering
Abstract The hype of Large Language Models manifests in disruptions, expectations or
concerns in scientific communities that have focused for a long time on design-oriented …
concerns in scientific communities that have focused for a long time on design-oriented …
Generating SPARQL Queries over CIDOC-CRM using a Two-Stage Ontology Path Patterns Method in LLM Prompts
In this paper, we focus on the task of exploiting the capabilities of Large Language Models
(LLMs) to generate SPARQL Queries for answering natural questions over cultural …
(LLMs) to generate SPARQL Queries for answering natural questions over cultural …
Building a knowledge graph to enrich ChatGPT responses in manufacturing service discovery
Sourcing and identification of new manufacturing partners is crucial for manufacturing
system integrators to enhance agility and reduce risk through supply chain diversification in …
system integrators to enhance agility and reduce risk through supply chain diversification in …
Harnessing the power of semi-structured knowledge and llms with triplet-based prefiltering for question answering
Large Language Models (LLMs) frequently lack domain-specific knowledge and even fine-
tuned models tend to hallucinate. Hence, more reliable models that can include external …
tuned models tend to hallucinate. Hence, more reliable models that can include external …
A User-Centered Framework to Empower People with Parkinson's Disease
We present a user-centric validation of a teleneurology platform, assessing its effectiveness
in conveying screening information, facilitating user queries, and offering resources to …
in conveying screening information, facilitating user queries, and offering resources to …
Towards A Unified View of Answer Calibration for Multi-Step Reasoning
Large Language Models (LLMs) employing Chain-of-Thought (CoT) prompting have
broadened the scope for improving multi-step reasoning capabilities. Usually, answer …
broadened the scope for improving multi-step reasoning capabilities. Usually, answer …
Unifying Faceted Search and Analytics over RDF Knowledge Graphs
The formulation of analytical queries over Knowledge Graphs in RDF is a challenging task
that presupposes familiarity with the syntax of the corresponding query languages and the …
that presupposes familiarity with the syntax of the corresponding query languages and the …
Evaluating a radius-based pipeline for question answering over cultural (CIDOC-CRM based) knowledge graphs
CIDOC-CRM is an event-based international standard for cultural documentation that has
been widely used for offering semantic interoperability in the Cultural Heritage (CH) domain …
been widely used for offering semantic interoperability in the Cultural Heritage (CH) domain …
[PDF][PDF] Real-Time Validation of ChatGPT Facts using RDF Knowledge Graphs.
ChatGPT is an innovative application of Large Language Models (LLMs) that produces
detailed and articulate responses across many domains of knowledge. However, it does not …
detailed and articulate responses across many domains of knowledge. However, it does not …