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10 Leading Language Models For NLP In 2022

June 17, 2022 by Mariya Yao

PaLM language model

The introduction of transfer learning and pretrained language models in natural language processing (NLP) pushed forward the limits of language understanding and generation. Transfer learning and applying transformers to different downstream NLP tasks have become the main trend of the latest research advances.At the same time, there is a controversy in the NLP community … [Read more...] about 10 Leading Language Models For NLP In 2022

The Creative Side Of Vision Transformers

September 23, 2021 by Davide Coccomini

Vision Transformers

What's creativity? The most accredited definition is the following:“Creativity is the capability of creating novel things”It is considered one of the most important and irreplaceable peculiarities of humankind. But if this is such a special characteristic, it would be impossible for a neural network to imitate it, isn't it? Well, not exactly. Today we are facing some … [Read more...] about The Creative Side Of Vision Transformers

Novel AI Approaches For Marketing & Advertising

May 22, 2021 by Mariya Yao

Image Synthesis - ImageGAN

Marketing and advertising are some of the functional areas where AI is expected to drive the most ROI for enterprises. Unfortunately, the industry is moving so fast that it's challenging for both marketers and technologists to keep up with all the research advances, much less apply them to pressing business problems.To help you stay aware of the state-of-the-art AI … [Read more...] about Novel AI Approaches For Marketing & Advertising

State-Of-The-Art Approaches to Attribution in Marketing

May 22, 2021 by Mariya Yao

TOPBOTS Applied AI and machine learning for marketing attribution

This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation:AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: TextIn this piece, we start by covering the important topic of marketing attribution and how … [Read more...] about State-Of-The-Art Approaches to Attribution in Marketing

How to Optimize Your Marketing & Advertising Campaigns with Advanced AI

May 22, 2021 by Mariya Yao

TOPBOTS Applied AI and machine learning for marketing advertising campaigns

This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation:AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: TextIn this piece, we describe approaches to optimize marketing and advertising campaigns to … [Read more...] about How to Optimize Your Marketing & Advertising Campaigns with Advanced AI

Cutting-Edge AI Research Techniques for Personalizing Your Customer Experience

May 22, 2021 by Mariya Yao

TOPBOTS Applied AI and machine learning for marketing

This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation:AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: TextIn this piece, we cover how AI can help personalize the customer experience, leading to … [Read more...] about Cutting-Edge AI Research Techniques for Personalizing Your Customer Experience

Key AI Research Advances For Improving Marketing Analytics & Insights

May 22, 2021 by Mariya Yao

This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation:AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: TextWe cover the latest research papers in applying AI to common marketing analytic tasks like … [Read more...] about Key AI Research Advances For Improving Marketing Analytics & Insights

New Ways To Leverage AI Image Synthesis For Marketing & Advertising Content

May 22, 2021 by Mariya Yao

image generation with AI

This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation:AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: TextAfter Generative Adversarial Networks (GANs) were introduced by Ian Goodfellow in 2014, a … [Read more...] about New Ways To Leverage AI Image Synthesis For Marketing & Advertising Content

Novel AI Methods For Video Generation for Marketing & Advertising

May 22, 2021 by Mariya Yao

video generation

This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation:AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: TextAI algorithms can significantly increase the efficiency of the original content generation … [Read more...] about Novel AI Methods For Video Generation for Marketing & Advertising

AI Approaches For Text Generation In Marketing & Advertising Use Cases

May 22, 2021 by Mariya Yao

text generation with AI

This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation:AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: TextCan AI help you write high converting copy for your advertising and marketing … [Read more...] about AI Approaches For Text Generation In Marketing & Advertising Use Cases

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