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Walid Amamou
Walid Amamou

638 Followers

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3 days ago

How to Analyze Company Risk Factors from SEC Reports with AI

Using custom NLP model and chatGPT — In today’s complex business landscape, organizations face a multitude of risks that can impact their operations and bottom line. Identifying and analyzing these risks, known as risk factor analysis, is crucial for effective decision-making and risk management strategies by investors. Traditionally, this process has relied heavily on manual efforts, often…

ChatGPT

8 min read

How to Analyze Company Risk Factors from SEC Reports with AI
How to Analyze Company Risk Factors from SEC Reports with AI
ChatGPT

8 min read


Published in

MLearning.ai

·May 31

Intelligent Document Extraction for Logistics and Supply Chain

In today’s hyper-connected, globally competitive business environment, effective and efficient supply chain management has become a strategic necessity. At the heart of this complex web of goods and information flows lies document processing, an often overlooked yet vital aspect of supply chain operations. Supply chain document processing involves the acquisition…

Machine Learning

5 min read

Intelligent Document Extraction for Logistics and Supply Chain
Intelligent Document Extraction for Logistics and Supply Chain
Machine Learning

5 min read


Published in

DataDrivenInvestor

·May 30

How to Automate Document Extraction from Insurance Documents

Using custom AI and chatGPT — In today’s fast-paced insurance industry, processing a vast array of documents is a critical but often cumbersome task. Intelligent Document Extraction has emerged as a game-changing solution for insurance companies, streamlining the handling of policy declarations, claims forms, endorsements, and underwriting documents. …

Naturallanguageprocessing

5 min read

How to Automate Document Extraction from Insurance Documents
How to Automate Document Extraction from Insurance Documents
Naturallanguageprocessing

5 min read


May 28

How to Automate Data Extraction from Bank Statements

Using custom trained AI model — In the world of accounting, document extraction from bank statements is an important task that ensures efficiency and accuracy in financial transactions. This is particularly important in an era where data is growing at an unprecedented rate and manual data entry is becoming increasingly inefficient. In this tutorial we are…

Artificial Intelligence

4 min read

How to Automate Data Extraction from Bank Statements
How to Automate Data Extraction from Bank Statements
Artificial Intelligence

4 min read


May 24

Introducing AI Builder: the A.I engine for building intelligent document applications

As AI models are becoming commoditized, high quality training data is becoming key to successful and applicable AI. chatGPT is the perfect example, feeding GPT-3 with a small amount of high quality human labeled dataset using RLHF, OpenAI created on of the most advanced AI model available to humanity. At…

Naturallanguageprocessing

6 min read

Introducing AI Builder: the A.I engine for building intelligent document applications
Introducing AI Builder: the A.I engine for building intelligent document applications
Naturallanguageprocessing

6 min read


Published in

Towards Data Science

·Apr 7

How Few-Shot Learning is Automating Document Labeling

Leveraging GPT Model — Manual document labeling is a time-consuming and tedious process that often requires significant resources and can be prone to errors. However, recent advancements in machine learning, particularly the technique known as few-shot learning, are making it easier to automate the labeling process. Large Language Models (LLMs) in particular are excellent…

Large Language Models

5 min read

How Few-Shot Learning is Automating Document Labeling
How Few-Shot Learning is Automating Document Labeling
Large Language Models

5 min read


Published in

UBIAI NLP

·Feb 27

Creating Synthetic Data with ChatGPT using NER

And its limitations — Introduction Continuing on our previous article “What is Synthetic Data Generation”, in this article we will provide a step-by-step tutorial on how to generate synthetic text based on real named entities using Large Language Model (LLM) chatGPT. We will focus two domains: job description generation and medical abstract generation. The development…

ChatGPT

6 min read

Creating Synthetic Data with ChatGPT using NER
Creating Synthetic Data with ChatGPT using NER
ChatGPT

6 min read


Published in

UBIAI NLP

·Feb 15

How to Fine-Tune GPT-3 Model for Named Entity Recognition

Introduction Fine-tuning is a critical process that allows you to customize a pre-trained model to better suit your specific application. With access to the vast amount of data that has been used to train models like GPT-3, fine-tuning empowers you to improve the results you get from these models for your…

Gpt 3

14 min read

How to Fine-Tune GPT-3 Model for Named Entity Recognition
How to Fine-Tune GPT-3 Model for Named Entity Recognition
Gpt 3

14 min read


Published in

Towards Data Science

·Jan 3

How to Train the LILT Model on Invoices and Run Inference

A Step-by-Step Tutorial — In the realm of document understanding, deep learning models have played a significant role. These models are able to accurately interpret the content and structure of documents, making them valuable tools for tasks such as invoice processing, resume parsing, and contract analysis. Another important benefit of deep learning models for…

Deep Learning

5 min read

How to Train the LILT Model on Invoices and Run Inference
How to Train the LILT Model on Invoices and Run Inference
Deep Learning

5 min read


Published in

Towards Data Science

·Oct 21, 2022

Fine-Tuning OCR-Free Donut Model for Invoice Recognition

And comparing its performance to layoutLM — Introduction Intelligent document processing (IDP) is the ability to automatically understand the content and structure of documents. This is a critical capability for any organization that needs to process a large number of documents, such as for customer service, claims processing, or compliance. However, IDP is not a trivial task. Even…

Transformers

8 min read

Fine-Tuning OCR-Free Donut Model for Invoice Recognition
Fine-Tuning OCR-Free Donut Model for Invoice Recognition
Transformers

8 min read

Walid Amamou

Walid Amamou

638 Followers

Founder of UBIAI, annotation tool for NLP applications| PhD in Physics.

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