Lead story
Models & availability
Latest
Lead story
Models & availability
Latest
This is a guest blog post by the XLSCOUT team. XLSCOUT , a Toronto-based leader in the use of AI in intellectual property (IP), has developed a powerful proprietary embedding model called ParaEmbed 2.0 stemming from an ambitious collaboration with Hugging Face’s Expert Support Program. The collaboration focuses on applying state-of-the-art AI technologies and open-source models to enhance the understanding and analysis of complex patent documents including patent-specific terminology, context, and relationships. This allows XLSCOUT’s products to offer the best performance for drafting patent applications, patent invalidation searches, and ensuring ideas are novel compared to previously available patents and literature. By fine-tuning on high-quality, multi-domain patent data curated by human experts, ParaEmbed 2.0 boasts a remarkable 23% increase in accuracy compared to its predecessor, ParaEmbed 1.0 …