Databricks research shows multi-step agents consistently outperform single-turn RAG when answers span databases and documents

Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with ...
EurekAlert!

A cost-effective text-to-SQL approach based on adaptive refinement

The purpose of the Text-to-SQL task is to bridge the gap between natural language and SQL queries. Current approaches mainly rely on large language models (LLMs), but employing them for Text-to-SQL ha ...
IEEE

GQ-Former: Grid-Based Dynamic Query Transformer for 3D Plant Instance Segmentation

Abstract: Accurate 3D instance segmentation is fundamental for plant phenotyping, yet existing query-based Transformers rely on static, input-independent queries, making them ineffective for irregular ...