How-To Geek on MSN

How to use structured references in Microsoft Excel

Structured references use table columns instead of cell coordinates, making formulas easier to read, update, and trust.

Demystifying structured data: How to speak an LLM’s native language

Elk Marketing reports that structured data enhances AI understanding, enabling accurate entity recognition and improved ...
IEEE

Structured KV Cache Selection with RoPE Correction for Efficient Multi-Query Large Table Question Answering

Abstract: The application of Large Language Models to complex reasoning tasks over large-scale, structured data, such as enterprise tables, is becoming increasingly prevalent. However, this ...
IEEE

Structured Gradient Guidance for Few-Shot Adaptation in Large Language Models

Abstract: This paper presents a gradient-informed fine-tuning method for large language models under few-shot conditions. The goal is to enhance task adaptability and training stability when data is ...