Only for SEO Research Suite member Contextualizing chat responses based on conversation history Topics: LLMO / GEO, Microsoft, Personalization, Probably in use, Search Intent, User Signals
Only for SEO Research Suite member User embedding models for personalization of sequence processing models Topics: AI Mode, AIOverviews, Knowledge Graph, Personalization, Probably in use
Only for SEO Research Suite member Generative search engine results documents Topics: Chunk Relevance, Freshness, LLM Readability, LLMO / GEO, Microsoft, Passage based retrieval, Personalization, Probably in use, Query Fan Out, Retrieval Augmented Generation (RAG)
Only for SEO Research Suite member Evaluating typeahead suggestions using a large language model Topics: LLMO / GEO, Microsoft, Personalization, Query Fan Out, Search Intent, Search Query Processing
Only for SEO Research Suite member Ranking modifications of a previous query Topics: LLMO / GEO, Personalization, Query Fan Out, Ranking, Reranking, Search Intent, Search Query Processing
Only for SEO Research Suite member REGEN: A Dataset and Benchmarks with Natural Language Critiques and Narratives Topics: AI Mode, AIOverviews, LLM Readability, LLMO / GEO, Personalization, Shopping
Only for SEO Research Suite member Session-based user awareness in large language models Topics: AI Mode, Personalization, Probably in use, Search Intent
Only for SEO Research Suite member Search with stateful chat Topics: AI Mode, Chunk Relevance, Data Mining, Gemini, LLM Readability, LLMO / GEO, Personalization, Probably in use, Query Fan Out, Semantic Search
Only for SEO Research Suite member Contextualization of generative language models based on entity resource identifiers Topics: LLMO / GEO, Microsoft, Personalization
Only for SEO Research Suite member Selecting an algorithm for identifying similar user identifiers based on predicted click-through-rate Topics: Personalization, User Signals