Monday, November 29Digital Marketing Journals

Tag: NLP

NLP based Chatbot in PyTorch. Bonus Flask and JavaScript deployment | by Victoria Maslova | Oct, 2021
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, deep-learning, nlp, pytorch, robot chat

NLP based Chatbot in PyTorch. Bonus Flask and JavaScript deployment | by Victoria Maslova | Oct, 2021

Among the various ways you can improve customer satisfaction, chatbots are a powerful solution to help the customer base. Chatbots are affordable, help scale your business, fully customizable, help your customers find the right products/services, and help build trust for your business. To prove this I’ll go through following content:What is a machine learning chatbot?Why chatbots are important in different business spheres?Build you own NLP based chatbot using PyTorch.Deploy chatbot in Javascript and Flask.A chatbot (Conversational AI) is an automated program that simulates human conversation through text messages, voice chats, or both. It learns to do that based on a lot of inputs, and Natural Language Processing (NLP).For the sake of semantics, chatbots and conversational assistants w...
Natural Language Processing (NLP) | Chatbots Life
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, machine-learning, natural, nlp, projects, python-programming, robot chat

Natural Language Processing (NLP) | Chatbots Life

What is Natural Language Processing?NLP is a method or a way in which computer interprets the Human language are perform the task. Alexa, Siri, etc. are some of its example.Let’s start with the Spam Classifier:The spam classifier predicts whether received message is a ham or a spam.Let’s start with the dataset: The dataset consists of 5572 messages and their labels which is either “ham” or “spam”.import pandas as pdmessages = pd.read_csv(“SMSSpamClassifier”,sep=”t”,names=[‘label’,’message’])Now the labels needs to be converted in 0 and 1 labels which can be done using get_dummies() method of pandas library.y = pd.getdummies(messages[‘labels’])y = y.iloc[:1].valuesHere, y wil contain 0 for “ham” labels and 1 for “spam” labels.Now let’s look at independent data i.e. for x. For that 1st we...
Which Data Annotation Companies are Best to Provide NLP and Transcription Services ? | by Roger Brown
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, data-annotation-services, image-processing, nlp, nlp-annotation, nlp-deep-learning, robot chat

Which Data Annotation Companies are Best to Provide NLP and Transcription Services ? | by Roger Brown

Data annotation companies are basically involved in annotating the different types of data available in the various formats like text, images and videos etc. And the data annotation process is done to create the training datasets for machine learning and AI model developments.Labeling the data with added metadata or notes becomes useful for machine learning algorithms. Similarly, images are annotated to make various types of objects recognizable to machines through computer vision technology.And there are many data annotation companies offering this service for AI companies as per their training data requirements and affordability. Cogito is one of the data annotation companies offers the image annotation services for different types of machine learning and AI models.The language or voi...
Why Do You Need NLP and Machine Learning for Your Chatbot? | by Ashok Sharma | Jul, 2021
ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, chatbots-for-business, conversation with ai, creating chatbots, machine-learning, nlp, robot chat

Why Do You Need NLP and Machine Learning for Your Chatbot? | by Ashok Sharma | Jul, 2021

SourceWhen you visit any website, you may have noticed that a pop-up usually appears at the bottom right of the screen. It greets you and welcomes you, and offers assistance while you surf the site. This popup is a Chatbot, also known as a Conversational Marketing Chatbot.These Chatbots are one of the best marketing strategies adopted for enhancing the user experience and business growth. Today’s Chatbots are powered by cutting-edge technologies like NLP (Natural Language Processing) and ML (Machine Learning) that enable businesses to leverage automation to conduct smooth interactions with customers in a more human way.Many brands often use regular Chatbots. These bots are built based on decision trees, but fail to impress the consumer, resulting in poor customer experiences. In additio...
How NLP and intents work in customer support automation | by Table Duck | Jun, 2021
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, chatbots, conversation with ai, conversational-ai, creating chatbots, customer-service, customer-support, robot chat

How NLP and intents work in customer support automation | by Table Duck | Jun, 2021

Customer support automation is a hot topic. It saves your business time and money by automating conversations with customers, while still providing a great customer experience. How customer support automation works and how it uses smart technology like NLP and intents is explained in this article. NLP stands for Natural Language Processing. It’s a technology that is used for analyzing human language, either spoken or written. Every sentence is analyzed and scored using Artificial Intelligence and statistical models.These models use previous sentences as a reference and look at the probability that a new sentence is pretty much the same. Let me give you an example. In the database we have the sentence: “I want to know the status of my order”.The intent of this sentence is order_status an...
4 DO’s and 3 DON’Ts for Training a Chatbot NLP Model | by Florian Treml | Mar, 2021
ai, best chatbot, botium, chatbot, chatbot app, chatbot online, chatbot website, chatbots, creating chatbots, nlp, robot chat, training

4 DO’s and 3 DON’Ts for Training a Chatbot NLP Model | by Florian Treml | Mar, 2021

A quick summary of 7 important DO’s and DON’Ts when training an NLP model for a chatbot. They are best applied before starting a project, but can also help to build a mindset for quality training data in all chatbot project phases.✅DO: think in problem space, not in solution spaceUsers typically think in problem space, not in solution space, and so should you. As a quick example, consider the case of a user who ordered a shirt in an online shop and wants to know when it is expected to arrive. Consider this question:when will my shirt arriveThis is a question from problem space, describing the problem the user wants to be solved, while these are from solution space:what is the estimated shipping timeshow me the order statusThey are describing how your business will react to the pr...
Practical NLP for language learning | by Mateoiaswork | Feb, 2021
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, esl, google chat bots, language, linguistics, naturallanguageprocessing, robot chat, technology

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 ...
Natural Language Processing (NLP) Is Driving Intelligent Email Automation | Enterprise Bot | by Enterprise Bot | Dec, 2020
ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, email-automation, intelligent-automation, naturallanguageprocessing, nlp, robot chat

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 surpas...
Natural Language Principles. Natural Language Processing (NLP) | by Sangramsing Kayte | Dec, 2020
ai, ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, machine-learning, nlp, robot chat

Natural Language Principles. Natural Language Processing (NLP) | by Sangramsing Kayte | Dec, 2020

Natural language processing (NLP) is a branch of artificial intelligence that helps computers understand, interpret and manipulate human language. NLP draws from many disciplines, including computer science and computational linguistics, in its pursuit to fill the gap between human communication and computer understanding.Evolution of natural language processingWhile natural language processing isn’t a new science, the technology is rapidly advancing thanks to an increased interest in human-to-machine communications, plus an availability of big data, powerful computing and enhanced algorithms.As a human, you may speak and write in English, Spanish or Chinese. But a computer’s native language — known as machine code or machine language — is largely incomprehensible to most people. At you...
Use of NLP in Canvas. Abstract | by Yash Choksi | Dec, 2020
ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, deep-learning, machine-learning, nlp, prototyping, robot chat

Use of NLP in Canvas. Abstract | by Yash Choksi | Dec, 2020

In this project we are creating prototype and then working model for Canvas school mmannagement application. As we are students of California State University- Los Angeles we are using canvas as our daily class management application which deals managing assignments, homeworks and even discussions on any specific topics and many more. Now it is really overwelming taks to reach out to each and every demand which is createed by different professors. To tackle that problem we are introcuding one solution for voice assistant in canvas application. When anny student login into his account it clearly shows them what are pennding tasks and many more instructions. Wee are also extending our feeatures to read out discussions, give summary of long discussions and for that we are using topic model...