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5 Ways To Leverage AI Research In Marketing & Advertising

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Today, Artificial Intelligence (AI) can drive effective solutions to lots of marketing challenges. It can help you optimize your advertising budget, personalize your customers’ experience, suggest the most accurate attribution model, boost your marketing analytics, and even generate original brand content, including images and advertising slogans.However, AI is evolving so … [Read more...] about 5 Ways To Leverage AI Research In Marketing & Advertising

The Dark Secrets Of BERT

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This blog post summarizes EMNLP 2019 paper Revealing the Dark Secrets of BERT by researchers from the Text Machine Lab at UMass Lowell:  Olga Kovaleva (LinkedIn), Alexey Romanov (LinkedIn), Anna Rogers (Twitter: @annargrs), and Anna Rumshisky (Twitter: @arumshisky).Here are the topics covered:A brief intro to … [Read more...] about The Dark Secrets Of BERT

NLP Interview Questions

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Are you hiring technical AI talent for your company? Post your openings on the TOPBOTS jobs board (go to jobs board) to reach thousands of engineers, data scientists, and researchers currently looking for work.It's one thing to practice NLP and another to crack interviews. Giving an interview for NLP role is very different from a generic data science profile.In just a … [Read more...] about NLP Interview Questions

An Ultimate Guide To Transfer Learning In NLP

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Natural language processing is a powerful tool, but in real-world we often come across tasks which suffer from data deficit and poor model generalisation. Transfer learning solved this problem by allowing us to take a pre-trained model of a task and use it for others.Today, transfer learning is at the heart of language models like Embeddings from Language … [Read more...] about An Ultimate Guide To Transfer Learning In NLP

10 Cutting-Edge Research Papers In Computer Vision From 2019

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UPDATE: We’ve also summarized the top 2020 Computer Vision research papers. Today we can see how computer vision (CV) systems are revolutionizing whole industries and business functions with successful applications in healthcare, security, transportation, retail, banking, agriculture, and more.In 2019, we saw lots of novel architectures and approaches that … [Read more...] about 10 Cutting-Edge Research Papers In Computer Vision From 2019

What Are Major NLP Achievements & Papers From 2019?

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UPDATE: We’ve also summarized the top 2020 NLP research papers. In 2018 we saw a number of landmark research breakthroughs in the field of natural language processing (NLP). The introduction of transfer learning and pretrained language models in NLP pushed forward the limits of language understanding and generation. These also dominated NLP progress this … [Read more...] about What Are Major NLP Achievements & Papers From 2019?

Top AI & Machine Learning Research Papers From 2019

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UPDATE: We’ve also summarized the top 2020 AI & machine learning research papers. With the AI industry moving so quickly, it's difficult for ML practitioners to find the time to curate, analyze, and implement new research being published. To help you quickly get up to speed on the latest ML trends, we’re introducing our research series, in which we curate the … [Read more...] about Top AI & Machine Learning Research Papers From 2019

A Comprehensive Beginner’s Guide To Machine Learning As A Service

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What’s machine learning as a service or MLaaS?Machine learning as a service (MLaaS) refers to a number of services that offer machine learning tools as a part of cloud computing services. The main benefit of this solution is that customers can get started with machine learning applications quickly without installing specific software or provisioning their own servers. All … [Read more...] about A Comprehensive Beginner’s Guide To Machine Learning As A Service

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