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.
GitHub

Han (한) Programming Language

Han is not just a programming language. It is an experiment with three goals: 1. Hangul is one of the most scientifically designed writing systems ever created Each character encodes the exact shape ...
IEEE

IRAM-SQL: A Language Model Integrating Relation-Aware Mechanism for Text-to-SQL

Abstract: The task of text-to-SQL aims to convert natural language questions into executable SQL queries within relational databases. This greatly enhances the usability of relational database ...
GitHub

SQLBarber: Leverageing Large Language Models Generate Customized and Realistic SQL Workloads (SIGMOD 2026)

Database research and development often require a large number of SQL queries for benchmarking purposes. However, acquiring real-world SQL queries is challenging due to privacy concerns, and existing ...