Megagon Labs – Medium

Megagon Labs

Bridging the Gap: System 2 Thinking in AI & RAG Systems

System 2-inspired Retrieval-Augmented Generation (RAG) systems can bridge the gap between LLMs and their untapped potential in complex…

Feb 1

Bridging the Gap: System 2 Thinking in AI & RAG Systems

Feb 1

Optimizing Compound AI

Learn about the optimization strategies driving the success of Compound AI systems.

Dec 19, 2024

Optimizing Compound AI

Dec 19, 2024

AmbigNLG: Addressing Task Ambiguity in Instruction for Natural Language Generation

AmbigNLG is a means of tackling ambiguity in natural language generation (NLG) instructions by identifying unclear specifications and…

Nov 21, 2024

AmbigNLG: Addressing Task Ambiguity in Instruction for Natural Language Generation

Nov 21, 2024

Your Internship in the AI Industry: A Student’s Guide

Looking for an internship in tech, read our blog to make the best out of your journey.

Nov 11, 2024

Your Internship in the AI Industry: A Student’s Guide

Nov 11, 2024

MEGAnno in Action: Human-LLM Collaborative Annotation

MEGAnno combines the power of large language models (LLMs) with human expertise to streamline and enhance the data labeling process with a…

Sep 9, 2024

MEGAnno in Action: Human-LLM Collaborative Annotation

Sep 9, 2024

Leveraging LLMs for Semantic Type Detection in Data Lakes

Want to exploit more of the data in your data lake? LLMs can help you find data, identify data types, and more. Here’s how…

Aug 29, 2024

Leveraging LLMs for Semantic Type Detection in Data Lakes

Aug 29, 2024

Big Trends Shaping NLP & NAACL 2024

NAACL showcased major trends: targeted evaluation, reasoning, and fine-tuning/retrieval-augmented generation (RAG). These trends…

Aug 16, 2024

Big Trends Shaping NLP & NAACL 2024

Aug 16, 2024

Unlocking the Potential of Transformers for Long-Form Text Matching: A Simple yet Powerful Approach

We propose a simple yet effective solution using sequence pair classification with Transformer models, demonstrating its superiority over…

Aug 15, 2024

Unlocking the Potential of Transformers for Long-Form Text Matching: A Simple yet Powerful Approach

Aug 15, 2024

Towards Enterprise Compound AI Systems

We introduce three projects: (1) developing a suitable architecture for productizing compound AI systems, (2) optimizing agentic workflows

Jul 24, 2024

Towards Enterprise Compound AI Systems

Jul 24, 2024

Order Matters: Assessing LLM Sensitivity in Multiple-Choice Tasks

Large language models (LLMs) have demonstrated remarkable capabilities in various NLP tasks. However, previous works have shown these…

Jul 17, 2024

Order Matters: Assessing LLM Sensitivity in Multiple-Choice Tasks

Jul 17, 2024

Megagon Labs

Megagon Labs

Megagon Labs is an AI research lab that focuses on NLP, machine learning and data management. Visit us at megagon.ai.

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams