Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. Current Landscape of AI Agents AI agents, including Auto-GPT, AgentGPT, and BabyAGI, are heralding a new era in the expansive AI universe.

Auto-complete 240

Auto-complete ChatGPT Large Language Models Neural Network 240

Unite.AI

MAY 29, 2024

This advancement has spurred the commercial use of generative AI in natural language processing (NLP) and computer vision, enabling automated and intelligent data extraction. Named Entity Recognition ( NER) Named entity recognition (NER), an NLP technique, identifies and categorizes key information in text.

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Data Extraction Neural Network Large Language Models NLP 271

Becoming Human

MARCH 16, 2023

Graph Classification: The goal here is to categorize the entire graph into various categories. The simplest GCN has only three different operators: Graph convolution Linear layer Nonlinear activation In most cases, the operations are completed in this order. In order to create a complete GCN, we can combine one or more layers.

Neural Network 87

Neural Network Auto-classification Convolutional Neural Networks Auto-complete 87

AWS Machine Learning Blog

DECEMBER 5, 2023

The custom metadata helps organizations and enterprises categorize information in their preferred way. The insurance provider receives payout claims from the beneficiary’s attorney for different insurance types, such as home, auto, and life insurance. For example, metadata can be used for filtering and searching. append(e["Text"].upper())

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Metadata Auto-classification Auto-complete Content Enrichment 123

AWS Machine Learning Blog

NOVEMBER 22, 2023

An intelligent document processing (IDP) project usually combines optical character recognition (OCR) and natural language processing (NLP) to read and understand a document and extract specific terms or words. This can be achieved by updating the endpoint’s inference units (IUs).

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IDP Auto-classification Machine Learning Auto-complete 112

Towards AI

FEBRUARY 13, 2023

Zero-Shot Classification Imagine you want to categorize unlabeled text. Our model gets a prompt and auto-completes it. Let’s have a look at a few of these. The pipeline we’re going to talk about now is zero-hit classification. This is where the zero-shot classification pipeline comes in. It helps you label text.

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Auto-classification NLP Auto-complete Computer Vision 98

AWS Machine Learning Blog

MARCH 28, 2024

To address these challenges, parent document retrievers categorize and designate incoming documents as parent documents. These documents are recognized for their comprehensive nature but aren’t directly utilized in their original form for embeddings. This identity is called the AWS account root user.

LLM 135

LLM Auto-complete Auto-classification Generative AI 135