Posts Tagged with "research"

5 articles about research

Research
AI agent frameworks using OpenAI Assistants for text classification

AI Agent Frameworks for NLP: Using OpenAI Assistants

Shane Haggerty • Aug 14, 2024

A study on AI agent frameworks, exploring how the OpenAI Assistants API performs in text classification tasks, part of our neural nets to agent frameworks series.

Research
Performance analysis of large language models (LLMs) for text classification in NLP.

Text Classification with Large Language Models (LLMs)

Shane Haggerty • May 28, 2024

A study exploring the performance of large language models from OpenAI, Meta, and Anthropic on text classification, part of our neural nets to agent frameworks series.

Research
Comparison of NLP models using Hugging Face transformers for text classification

Open Source NLP Model Comparison: Hugging Face Transformers

Shane Haggerty • May 13, 2024

A study comparing Hugging Face transformers to traditional neural net architectures for NLP text classification, part of our series on neural nets to agent frameworks.

Research
Deep learning and data augmentation techniques for AWD-LSTM model

Deep learning and data augmentation basics

Shane Haggerty • Apr 27, 2024

A study on data augmentation techniques for fine-tuning the AWD-LSTM model, part of our Neural nets to agent frameworks series.

Research
Neural Nets to Agent Frameworks Series Overview

Series: Neural Nets to Agent Frameworks for NLP Solutions

Shane Haggerty • Apr 26, 2024

This series guides developers through techniques for AI classification tasks on small datasets, from neural networks to advanced agent frameworks.