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

MedESM: Improving Clinical Note Readability with a Lightweight Structured Summarization Language Model

Abstract: The digitization of clinical data via electronic health records (EHRs) shows great promise for data-based decisionmaking, particularly through the analysis of unstructured clinical notes.
IEEE

SSFT: Algorithm and Hardware Co-design for Structured Sparse Fine-Tuning of Large Language Models

Abstract: A significant number of users depend on Large Language Models (LLMs) for downstream tasks, but training LLMs from scratch remains prohibitively expensive. Sparse finetuning (SFT) has emerged ...