Multi-Aspect Dense Retrieval
Topics: AI (Deep Learning), Ranking, Scoring
Dense Retrieval models typically encode queries and documents using single-vector representations for retrieval in the embedding space, which can miss different aspects of relevance, especially in specific domains. This patent proposes a Multi-Aspect Dense Retrieval Model (MADRM) that uses multiple embeddings per aspect to capture various aspects of queries and documents, leading to improved relevance matching. Evaluations on an e-commerce dataset show significant improvements over existing models.
The complete analysis of the patents, research paper and other SEO related documents and use of AI research tools are only for SEO Thought Leader (yearly), SEO Thought Leader (monthly), and SEO Thought Leader basic (yearly) members.
Your advantages:
+ Full analysis of hundreds of well researched active Microsoft and Google patents and research paper.
+ Save a lot of time and get insights in just a few minutes, without having to spend hours analyzing the documents.
+ Get quick exclusive insights about how search engines and Google could work with easy to understand summaries and analysis.
+ All patents classified by topic for targeted research.
+ New patent summaries and analysis every week. Weekly notification via E-Mail
+ Use the AI Research Tools to gain insights from all documents in the database, the Google API Leak, Antitrust trial documents, the whole google support documents and more in seconds
+ Gain fundamental insights for your SEO work and become a real thought leader.
Get access to the SEO Research Suite and become a SEO thought leader now!
Your advantages:
+ Full analysis of hundreds of well researched active Microsoft and Google patents and research paper.
+ Save a lot of time and get insights in just a few minutes, without having to spend hours analyzing the documents.
+ Get quick exclusive insights about how search engines and Google could work with easy to understand summaries and analysis.
+ All patents classified by topic for targeted research.
+ New patent summaries and analysis every week. Weekly notification via E-Mail
+ Use the AI Research Tools to gain insights from all documents in the database, the Google API Leak, Antitrust trial documents, the whole google support documents and more in seconds
+ Gain fundamental insights for your SEO work and become a real thought leader.
Get access to the SEO Research Suite and become a SEO thought leader now!
Already a member? Log in here
