A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

A technical guide to using BERT for extractive summarization on lectures that outperforms other NLP models

Karthik Shiraly

March 22, 2023

The Width.ai blog

Blueprints For Using Ai & ML In Your Business

A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

A technical guide to using BERT for extractive summarization on lectures that outperforms other NLP models

Karthik Shiraly

March 22, 2023

Revolutionizing News Summarization: Exploring the Power of GPT in Zero-Shot and Specialized Tasks

Discover how prompt based LLMs like GPT-3 & GPT-4 are transforming news summarization with its zero-shot capabilities and adaptability to specialized tasks like keyword-based summarization. Learn about the limitations of current evaluation metrics and the potential future directions in text summarization research.

Matt Payne

March 22, 2023

Unlocking the Power of Generative Models: Learning Hard Prompts through Optimization for Image Generation and Language Tasks

Discover the PEZ method for learning hard prompts through optimization, a powerful technique that enhances generative models for image generation and language tasks, improves transferability, and enables few-shot learning

Matt Payne

March 21, 2023

Building an Ai Marketing Copy Generator For Keap With 17 Operations | Case Study

Take a look at how Width.ai built 17 generative ai pipelines for use in the Keap.com marketing copy generation product

Matt Payne

March 15, 2023

How to Use Recurrent Feature Reasoning for Image Inpainting

A deep look at how recurrent feature reasoning outperforms other image inpainting methods for difficult use cases and popular datasets.

Matt Payne

March 5, 2023

See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

See a comparison of GPT-3 vs. GPT-J, a self-hosted, customizable, open-source transformer-based large language model you can use for your business workflows.

Karthik Shiraly

February 26, 2023

SOTA Semantic Segmentation vs. Instance Segmentation: Insights, Implementations, and Recommendations

Discover how transformer networks are revolutionizing image and video segmentation, and get insights on modern semantic segmentation vs. instance segmentation.

Karthik Shiraly

February 13, 2023

A Deep Dive Into The Mask-Aware Transformer for Large-Hole Image Inpainting | How Should I Use MAT?

Discover how the state-of-the-art mask-aware transformer produces visually stunning and semantically meaningful images and how it stacks up against Stable Diffusion & DALL-E for large-hole inpainting

Matt Payne

February 7, 2023

Building Production-Grade spaCy Text Classification Pipelines for Business Data

Unlock the full potential of spaCy with this guide to building production-grade text classification pipelines for business data.

Karthik Shiraly

January 29, 2023

BART Text Summarization vs. GPT-3 vs. BERT: An In-Depth Comparison

We compare 12 AI text summarization models through a series of tests to see how BART text summarization holds up against GPT-3, PEGASUS, and more.

Karthik Shiraly

February 22, 2023

Processing Master Service Agreements With Multi-Task GPT-3 Model for Blended Summarization & Dynamic NER

We’re going to look at how we built a state of the art NLP pipeline for blended summarization and NER to process master service agreements (MDAs) that vary the outputs based on the input document and what is deemed important information.

October 20, 2022

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Use Automated 3-Way Invoice Matching to Streamline Your Accounting Practices

Dive deep into 3-way invoice matching, including how it works, eight benefits for your business, and the problems with doing it manually.

September 2, 2022

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A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

A technical guide to using BERT for extractive summarization on lectures that outperforms other NLP models

Mar 22

READ

Revolutionizing News Summarization: Exploring the Power of GPT in Zero-Shot and Specialized Tasks

Mar 22

READ

Unlocking the Power of Generative Models: Learning Hard Prompts through Optimization for Image Generation and Language Tasks

Mar 21

READ

Building an Ai Marketing Copy Generator For Keap With 17 Operations | Case Study

Take a look at how Width.ai built 17 generative ai pipelines for use in the Keap.com marketing copy generation product

Mar 15

READ

How to Use Recurrent Feature Reasoning for Image Inpainting

A deep look at how recurrent feature reasoning outperforms other image inpainting methods for difficult use cases and popular datasets.

Mar 5

READ

See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

See a comparison of GPT-3 vs. GPT-J, a self-hosted, customizable, open-source transformer-based large language model you can use for your business workflows.

Feb 26

READ

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A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

March 22, 2023

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A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

Blueprints For Using Ai & ML In Your Business

A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

Revolutionizing News Summarization: Exploring the Power of GPT in Zero-Shot and Specialized Tasks

Unlocking the Power of Generative Models: Learning Hard Prompts through Optimization for Image Generation and Language Tasks

Building an Ai Marketing Copy Generator For Keap With 17 Operations | Case Study

How to Use Recurrent Feature Reasoning for Image Inpainting

See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

SOTA Semantic Segmentation vs. Instance Segmentation: Insights, Implementations, and Recommendations

A Deep Dive Into The Mask-Aware Transformer for Large-Hole Image Inpainting | How Should I Use MAT?

Building Production-Grade spaCy Text Classification Pipelines for Business Data

BART Text Summarization vs. GPT-3 vs. BERT: An In-Depth Comparison

Processing Master Service Agreements With Multi-Task GPT-3 Model for Blended Summarization & Dynamic NER

Use Automated 3-Way Invoice Matching to Streamline Your Accounting Practices

Let's Talk About Ai

Read Our Most Popular Case Studies

A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

Revolutionizing News Summarization: Exploring the Power of GPT in Zero-Shot and Specialized Tasks

Unlocking the Power of Generative Models: Learning Hard Prompts through Optimization for Image Generation and Language Tasks

Building an Ai Marketing Copy Generator For Keap With 17 Operations | Case Study

How to Use Recurrent Feature Reasoning for Image Inpainting

See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

Recent Blog Posts

A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

Revolutionizing News Summarization: Exploring the Power of GPT in Zero-Shot and Specialized Tasks

Unlocking the Power of Generative Models: Learning Hard Prompts through Optimization for Image Generation and Language Tasks

Building an Ai Marketing Copy Generator For Keap With 17 Operations | Case Study

How to Use Recurrent Feature Reasoning for Image Inpainting

See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

SOTA Semantic Segmentation vs. Instance Segmentation: Insights, Implementations, and Recommendations

A Deep Dive Into The Mask-Aware Transformer for Large-Hole Image Inpainting | How Should I Use MAT?

Building Production-Grade spaCy Text Classification Pipelines for Business Data

BART Text Summarization vs. GPT-3 vs. BERT: An In-Depth Comparison

Follow Width.ai

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That Outline Building
Ai Business Tools

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Everything ML

A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

Blueprints For Using Ai & ML In Your Business

A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

Revolutionizing News Summarization: Exploring the Power of GPT in Zero-Shot and Specialized Tasks

Unlocking the Power of Generative Models: Learning Hard Prompts through Optimization for Image Generation and Language Tasks

Building an Ai Marketing Copy Generator For Keap With 17 Operations | Case Study

How to Use Recurrent Feature Reasoning for Image Inpainting

See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

SOTA Semantic Segmentation vs. Instance Segmentation: Insights, Implementations, and Recommendations

A Deep Dive Into The Mask-Aware Transformer for Large-Hole Image Inpainting | How Should I Use MAT?

Building Production-Grade spaCy Text Classification Pipelines for Business Data

BART Text Summarization vs. GPT-3 vs. BERT: An In-Depth Comparison

Processing Master Service Agreements With Multi-Task GPT-3 Model for Blended Summarization & Dynamic NER

Use Automated 3-Way Invoice Matching to Streamline Your Accounting Practices

Let's Talk About Ai

Read Our Most Popular Case Studies

A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

Revolutionizing News Summarization: Exploring the Power of GPT in Zero-Shot and Specialized Tasks

Unlocking the Power of Generative Models: Learning Hard Prompts through Optimization for Image Generation and Language Tasks

Building an Ai Marketing Copy Generator For Keap With 17 Operations | Case Study

How to Use Recurrent Feature Reasoning for Image Inpainting

See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

Recent Blog Posts

A Guide to Leveraging BERT for Extractive Text Summarization on Lectures

Revolutionizing News Summarization: Exploring the Power of GPT in Zero-Shot and Specialized Tasks

Unlocking the Power of Generative Models: Learning Hard Prompts through Optimization for Image Generation and Language Tasks

Building an Ai Marketing Copy Generator For Keap With 17 Operations | Case Study

How to Use Recurrent Feature Reasoning for Image Inpainting

See GPT-J vs. GPT-3 Go Head-to-Head on Popular Language Tasks

SOTA Semantic Segmentation vs. Instance Segmentation: Insights, Implementations, and Recommendations

A Deep Dive Into The Mask-Aware Transformer for Large-Hole Image Inpainting | How Should I Use MAT?

Building Production-Grade spaCy Text Classification Pipelines for Business Data

BART Text Summarization vs. GPT-3 vs. BERT: An In-Depth Comparison

Follow Width.ai

Read Use Case BlueprintsThat Outline Building Ai Business Tools

Find Content By Tag

Everything ML

Read Use Case Blueprints
That Outline Building
Ai Business Tools