Deputy Used Police Databases and Plate Readers to Stalk a Woman He Met On Apple TV+ Set

Florida deputy Lamar Roman used police databases and an ALPR hotlist to stalk a woman, exposing a critical gap in law ...
Hacker

PDFs to Intelligence: How To Auto-Extract Python Manual Knowledge Recursively Using Ollama, LLMs

We’ll demonstrate an end-to-end data extraction pipeline engineered for maximum automation, reproducibility, and technical rigor. Our goal is to transform unstructured PDF documentation—like the ...
Bloomberg L.P.

Bloomberg’s AI Researchers Publish 7 Papers at EMNLP 2025

At the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025) in Suzhou, China this week (November 4-9, 2025), researchers from Bloomberg’s AI Engineering group and its BLAW ...
GitHub

Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing

This repository contains a framework for handling ambiguous natural language questions in text-to-SQL tasks, supporting two main datasets: Ambrosia and AmbiQT. The main idea is to disambiguate the ...
IEEE

Leveraging Large Language Model for Enhanced Text-to-SQL Parsing

Abstract: Text-to-SQL conversion, the process of generating SQL queries from natural language input, has gained significant attention due to its potential to simplify database interaction. Although ...
unite

How Combining RAG with Streaming Databases Can Transform Real-Time Data Interaction

Retrieval-Augmented Generation (RAG) combines large language models (LLMs) with information retrieval techniques. The key objective is to connect a model’s built-in knowledge with the vast and ...
Hacker

Improving Text-to-SQL with a Fine-Tuned 7B LLM for DB Interactions

I have encountered challenges when using 7B LLMs for SQL generation tasks, particularly when working with the company’s databases. These models often struggle to generate accurate SQL queries, even ...