Friday, May 1Digital Marketing Journals

naturallanguageprocessing

Is Natural Language Processing a good career? | by Bdour Zeer
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Is Natural Language Processing a good career? | by Bdour Zeer

Photo by Christopher Gower on UnsplashIn recent years and in 2022, many new roles and job descriptions emerged in the tech world, one of them is NLP Researcher, NLP Engineer or NLP Analysts. So you might ask yourself whether this new role is a good career option for you and if you should major in it. In this article I will break down with you:What does NLP mean ?What does an NLP engineer do?How much money does an NLP engineer make in 2022?What degrees do you need & the skills you must have?What are the open free resources for you to self study and learn more about natural language processing?Is it worth investing in NLP as a career and major?First of all let us properly introduce natural language processing and what do we mean by it:NLP is how computers deal with mainly textual data (h...
Here is How NLP Powers Conversational AI? | Editorialge | by Shaip | Jul, 2022
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Here is How NLP Powers Conversational AI? | Editorialge | by Shaip | Jul, 2022

The ability infused into the machines- making them capable of interacting in the most humane ways possible- has a different kind of high to it. Yet, the question remains, how does conversational AI work in real-time and what kind of technology is powering its very existence.Let’s find out:Simply put, Conversational AI is a segment or sub-domain of Artificial Intelligence — aimed at enabling humans to interact more seamlessly with computing entities.Remember those quirky website chatboxes that return specific answers to even some of the trickiest questions! Well, those are exactly the Conversational AI products we are talking about. Yet, the question remains: how come these chatbots become so perceptive. Surely, it isn’t just about feeding raw training data, like human voice and text, into ...
What are Large Language Models?. A look at LLMs and their popularity | by Catherine Breslin
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What are Large Language Models?. A look at LLMs and their popularity | by Catherine Breslin

A look at LLMs and their popularityPhoto by Patrick Tomasso on UnsplashAdvances in natural language processing (NLP) have been in the news lately, with special attention paid to large language models (LLMs) like OpenAI’s GPT-3. There have been some bold claims in the media — could models like this soon replace search engines or even master language?But what exactly are these large language models, and why are they suddenly so popular?What’s a language model?As humans, we’re pretty good at reading a passage and know where the author might be heading. Of course, we can’t predict exactly what the author will write next — there’s far too many options for that — but we notice abrupt changes or out-of-place words, and can make a stab at filling in endings of sentences. We intuitively know that a...
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What are the Natural Language Processing Challenges, and How to Fix?

They say ‘Action speaks louder than Words’. Yet, in some cases, words (precisely deciphered) can determine the entire course of action relevant to highly intelligent machines and models. This approach to making the words more meaningful to the machines is NLP or Natural Language Processing.For the unversed, NLP is a subfield of Artificial Intelligence capable of breaking down human language and feeding the tenets of the same to the intelligent models. NLP, paired with NLU (Natural Language Understanding) and NLG (Natural Language Generation), aims at developing highly intelligent and proactive search engines, grammar checkers, translates, voice assistants, and more.Simply put, NLP breaks down the language complexities, presents the same to machines as data sets to take reference from, and ...
Understanding the Intent in NLU. in NLU and Dialogue methodology | by Raphael Pinto | Sep, 2021
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Understanding the Intent in NLU. in NLU and Dialogue methodology | by Raphael Pinto | Sep, 2021

in NLU and Dialogue methodologyFirstly... What history is this “NLU and Dialogue methodology”? This post is a continuation of Understanding chatbots solutions in the market. For not to be without understanding, read it before(I recommend!!).Then let’s go… Like I already defined in another story the intent is the objective of the user when he expressed a sentence.For example, considers that we are in a banking context:User: What is my account balance?In this case, we can understand that the user’s desire is to know the amount of money has in your banking account. That is intent. And the output can be:INTENT: ACCOUNT_BALANCE (98%)The user could have expressed for many different modes to ask your account balance. In this methodology, the NLU must comprehend his interactions and choose the int...
Chatbot Today, Conversational AI Agent Tomorrow | by Fountech Ventures | Aug, 2021
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Chatbot Today, Conversational AI Agent Tomorrow | by Fountech Ventures | Aug, 2021

By Soffos TeamThe premature adoption of inadequate technologies can often do more harm than good. One of the most apposite examples is the frequently misguided espousal of basic ChatBot solutions in an increasingly digital-first landscape.ChatBots have been around for a long time, having grown from Interactive Voice Response (IVR) systems from over 20 years ago. But with businesses progressively shifting online over the past few years (in particular the past 18 months), organizations everywhere have been on the hunt searching for solutions that can reduce the volume of costly, time-consuming digital interactions with customers. Yet traditional ChatBots have infamously underperformed in terms of user experience. More often than not, these Bots will continue to pass a query to an employee wh...
Every Thing You Need to Know About Chatbots | by Nivitus | Jul, 2021
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Every Thing You Need to Know About Chatbots | by Nivitus | Jul, 2021

ChatbotsWelcome to the Every Thing You Need to Know About Chatbot Blog. This is my first Natural Language Processing Blog on Medium Site. I hope all of you like this blog; ok I don’t wanna waste your time. Let’s get ready to jump into this Journey.I’m damn sure you’ve at least heard about Chatbot, also you’ve familiar with the term Google Assistant and Alexa, Am I, right guys. These are very famous chatbots in the entire world, we are using these Chabot’s applications in our day-to-day life.You know one thing Chatbots are used by 1.4 billion people today. Companies are launching their best AI chatbots to carry on 1:1 conversations with customers and employees. AI-powered chatbots can also automate various tasks, including sales and marketing, customer service, and administrative and operat...
Practical NLP for language learning | by Mateoiaswork | Feb, 2021
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Practical NLP for language learning | by Mateoiaswork | Feb, 2021

Using machine language models to help students identify proper nouns: Names, named entities, and the Wheel of Fortune CorpusEnglish Departments haven’t kept up with modern technology. Photo by Amir Tavas on UnsplashWhat is practical NLP?Machine learning and natural language processing have made incredible strides recently, but sometimes they seem a bit ….detached…. from the real world problems faced by low budget ESL teachers and language learners. So, I decided to do a series on practical NLP with a focus on language learning. In this first post I want to:introduce Named Entity Recognition (NER)provide a motivation for using NER to help language learnersshow how easy it is to use Spacy NER in practice.In future posts I will talk about more technical details such as deploying NER as an API...
Natural Language Processing (NLP) Is Driving Intelligent Email Automation | Enterprise Bot | by Enterprise Bot | Dec, 2020
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Natural Language Processing (NLP) Is Driving Intelligent Email Automation | Enterprise Bot | by Enterprise Bot | Dec, 2020

Email is the most preferred communication channel by consumers today while contacting a service provider. Only 35% of companies manage to send out real-time responses that meet customer expectations, 14% don’t respond to customer emails.- Source: Forrester ResearchCreating great customer experiences has become a top priority for businesses today. Due to the rapid shift in customer behavior, they now prefer going after brands delivering great personalized experiences over products and pricing. No matter how good your product is, if the customer email is sitting in a queue for days waiting for responses, it will backfire, causing higher customer churn.86% of buyers are willing to pay additional charges for receiving better customer service today. Per the Walker report 2020, CX will surpass p...