IEEE

Rethinking Query-Based Transformer for Continual Image Segmentation

Abstract: Class-Incremental/Continual image segmentation (CIS) aims to train an image segmenter in stages, where the set of available categories differs at each stage. To leverage the built-in ...
GitHub

A powerful FastAPI-based REST API that converts natural language questions into SQL queries using OpenAI's language models and LangChain.

The API implements a sophisticated multi-stage pipeline to efficiently convert natural language questions into SQL queries. The pipeline leverages multiple caching layers and entity extraction to ...

Employers love tricky job interview questions, but they’re actually useless

Here’s why. If you have ever interviewed for a job, there is a non-trivial probability that you have encountered “tricky” or quirky interview questions. These are questions that are intentionally ...
Northwestern Media

Somoetic Intel Group Launches Science-Based Interview Training for Private and Public Sector Professionals

We want interviewers to see themselves as more than investigators; they are intelligence collectors, and that mindset should guide every interaction.” — Colton Seale, Co-Founder & CEO CHICAGO, IL, ...
IEEE

LLM-Based Text-to-SQL for SparkSQL Queries in Manufacturing Data Lakes: An Architecture for Industry 4.0

Abstract: The transition to Industry 4.0 has significantly increased the volume and complexity of manufacturing data, creating a barrier for domain experts without deep technical knowledge. To address ...