The PoolParty Taxonomy Advisor

Harnessing the Power of GenAI for Taxonomy Development and Management

Taxonomies, LLMs, and GenAI

Imagine empowering a Large Language Model (LLM) to craft a comprehensive, domain-specific taxonomy from a set of documents. Picture it effortlessly mapping out relationships between concepts, listing alternative labels, and defining terms with precision. This would revolutionize the role of taxonomists and domain experts, handing over their intricate tasks to a large language model.

While the journey to harness Generative AI for taxonomy creation has begun, the results have yet to meet expectations. The intricate dance between taxonomists and domain experts is challenging for machines to replicate, and the nuanced linguistic analysis required to accurately contextualize concepts remains elusive.

Unlocking the Potential of Taxonomists with the support of AI

Introducing the PoolParty Taxonomy Advisor, an LLM-supported application that allows taxonomists and domain experts to create domain-specific taxonomies from a set of documents.

Most GenAI for taxonomy creation is unsatisfactory due to complex collaboration processes and linguistic analysis issues. The PoolParty Taxonomy Advisor corrects this with the suggestion function – the sweet spot for GenAI in taxonomy management. It allows for an employee, or human-in-the-loop (HITL) to:

• select from suggested narrower concepts and edit them
• select from suggested related concepts and edit them
• select from suggested definitions and edit them
• perform single or bulk suggestion operations
• check the created entries for consistency with the whole taxonomy
  

Join “The PoolParty Taxonomy Advisor” webinar, hosted by Márk Szabó, Java Developer at Semantic Web Company, where you’ll get a first look at the updated PoolParty Taxonomy Advisor that will be featured in the PoolParty 9.5 release. The webinar will cover:

• Taxonomy enrichment through LLMs
• Receiving suggestions for narrower concepts, alternative labels and definitions
• The Taxonomy Advisor translation service
• Importance of human-in-the-loop (HITL)
• Reduction of hallucinations with a Knowledge Graph

Register now to learn how your organization can shorten the construction of a company taxonomy by 50% with the PoolParty Taxonomy Advisor!