Microsoft

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study

The 17th ACM International Conference on Web Search and Data Mining (WSDM '24) | March 2024 ...
IEEE

Cleaning Semi-Structured Errors in Open Data Using Large Language Models

Abstract: Many datasets suffer from errors, rendering data cleaning, the process of rectifying these issues, very time-consuming. The most commonly studied errors encompass inaccuracies in data values ...

Headless vs. native semantic layer: The architectural key to unlocking 90%+ text-to-SQL accuracy

In the meantime, the big question for data leaders is where to implement this logic. The market has split into two ...
IEEE

Benchmarking TabLM: Evaluating the Performance of Language Models Against Traditional Machine Learning in Structured Data Tasks

Abstract: This study presents a comprehensive benchmarking of TabLM, a language model derived from DistilBERT, against traditional machine learning models such as Support Vector Machines (SVM), Light ...
Wall Street Journal

What Is a Structured Settlement?

Here’s what to know when a legal settlement is paid over time rather than all at once and how it might affect your finances and your future Written By Written by Staff Money Writer, WSJ | Buy Side ...