#Google Research

Google Research Releases ToolGrad: Answer-First Framework Hits 99.8% Pass Rate for Tool-Use Data Generation

Google Research introduces ToolGrad, an innovative framework that generates high-quality tool-use datasets with a 99.8% pass rate on ToolBench, outperforming traditional methods.

Google Research Introduces ME-POIs: A Mobility-Informed Framework that Adds “How a Place Is Used” to Text-Based POI Embeddings

Google Research introduces ME-POIs, a framework that enhances text-based POI embeddings with mobility data to better understand how places are used. The system improves performance across multiple map-enrichment tasks using real-world visit patterns.

Google Releases Gemini-SQL2: Gemini 3.1 Pro Text-to-SQL Scores 80.04% on BIRD Single-Model Leaderboard

Google's new Gemini-SQL2 text-to-SQL model achieves 80.04% accuracy on the BIRD leaderboard, showcasing significant progress in AI-driven database querying.

Talk like a graph: Encoding graphs for large language models