Friday, May 14Digital Marketing Journals

nlp

Revolutionize Healthcare With AI-Driven Chatbots! | by Botspice | May, 2021
ai, ai bot, ai chat, ai chatbot, ai-for-healthcare, artificial-intelligence, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, conversation with ai, creating chatbots, healthcare, nlp, robot chat

Revolutionize Healthcare With AI-Driven Chatbots! | by Botspice | May, 2021

Today we are on the cusp of a revolution in the healthcare industry. As Covid-19 grips the world and communities become increasingly affected, healthcare communications have been pushed to its limits. With the majority of healthcare workers dedicating their time to Covid- vulnerable patients, there is an acute shortage of medical professionals.According to the estimates of the World Health Organization (WHO), we need over 4 million health professionals in addition to the current workforce worldwide, to be able to offer quality healthcare to the entire population.Today, healthcare consumers are taking a more assertive role in their healthcare journey, expecting immediate high-quality, and accurate information that is smart and cost-effective.AI-driven healthcare chatbots by ‘Botspice’ ca...
Creating a live chatbot for your website (Part 2): Modifying, training and testing your chatbot using Rasa X | by Obianuju Okafor | May, 2021
add-chatbot-to-website, 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, nlp, rasa, robot chat

Creating a live chatbot for your website (Part 2): Modifying, training and testing your chatbot using Rasa X | by Obianuju Okafor | May, 2021

Screen capture from my websiteHello! Welcome to the second part of a 3-part series involving creating and deploying a chatbot for your business or personal website using Rasa, Docker and Heroku. In the first part, I spoke about setting up the chatbot locally on your system and making changes to it using a text editor. In this second part, I will be talking about how to make changes to your chatbot using the platform Rasa X. I will teach you how to add new data, train your bot and use the newly generated model to talk to your chatbot, all through Rasa X.Rasa X is a Conversation-Driven Development (CDD) tool that helps you improve your chatbot. Rasa X provides a user interface for you to interact with your bot. With Rasa X, you can chat with your local chatbot as an end-user, you can also...
Chatbot best practices – KPIs, validation and more
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbot-design, chatbots, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, google chat bots, nlp, robot chat

Chatbot best practices – KPIs, validation and more

Anyone can build a chatbot. Most chatbot libraries have reasonable documentation, and the ubiquitous “hello world” bot is simple to develop. As with most things though, building an enterprise grade chatbot is far from trivial. In this post I’m going to share with you 10 tips we’ve learned through our own experience.This is not a post about Google Dialogflow, Rasa or any specific chatbot framework. It’s about the application of technology, the development process and measuring success. As such it’s most suitable for product owners, architects and project managers who are tasked with implementing a chatbot.I’m stating the obvious here, but it’s really important to know what you want to achieve, and how this can be measured. Many of your KPIs will be sector or domain specific, but I will g...
How to create a FAQ Chatbot with Rasa? | by Steadforce | Mar, 2021
artificial-intelligence, best chatbot, chatbot, chatbot app, chatbot online, chatbot website, chatbot-development, chatbots, creating chatbots, nlp, rasa, robot chat

How to create a FAQ Chatbot with Rasa? | by Steadforce | Mar, 2021

In this article we will show how to implement a FAQ chatbot with Rasa to answer FAQs and fill in forms. For working with forms, the Rasa framework with the FormPolicy offers a simple way to create simple yet user-friendly bots for this task without the need to write extensive dialogs.In the article “ Create a chatbot using Rasa” we described how to create a simple chatbot with Rasa. We showed how to install Rasa and initialize a first project. We also illustrated how to have a simple dialog with the bot.To show this use case, we describe a chatbot which allows to reserve a hotel room and answers basic questions about the hotel. An exemplary implementation can be found at https://github.com/Steadforce/rasa_faq_form_bot. This article describes the creation of the chatbot using the impleme...
Concierge Bot: Handle Multiple Chatbots from One Chat Screen | by Jinraj Jain | Mar, 2021
best chatbot, chatbot, chatbot app, chatbot online, chatbot website, chatbot-design, chatbots, concierge-bot, conversational-ai, creating chatbots, nlp, robot chat

Concierge Bot: Handle Multiple Chatbots from One Chat Screen | by Jinraj Jain | Mar, 2021

We have a range of platforms and methods for developing chatbots. Each chatbot has its own personality. It all depends on who the users are and how they use it.At a high level, any chatbot would fall under one of the below typesRule-Based Chatbots: They are guided chatbots where the bot guides the user by prompting options for selection until the final response.Smart Chatbots: They understand the context and emotions of user queries and respond accordingly.Hybrid Chatbots: It involves both rule-based and intelligence-based approaches to better understand and meet user needs.Img1 — A standard chatbot structureA standard chatbot would require an NLP, backend code to generate responses, and an optional live support executive if the bot is unable to recognize.An NLP is required to understan...
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...
Generative Adversarial Networks using Unit Selection Synthesis Based Virtual Assistant for the Hindi Language | by Sangramsing Kayte
ai, ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, Google, google chat bots, machine-learning, nlp, robot chat, speech

Generative Adversarial Networks using Unit Selection Synthesis Based Virtual Assistant for the Hindi Language | by Sangramsing Kayte

The virtual assistant is a software-based program which can perform tasks or particular service for an individual. In the coming era, technology is expected to be simple to use and execute by the end-user. The field of artificial intelligence and mobile technology also helps the visually blind people to overcome their disability and to live a healthy balanced life. Now–a day’s speech recognition made it roots for performing and triggering the various activities in human life. And the English and many other foreign languages have made dominant and remarkable work for the same.The study reveals that companies like Google, Microsoft, Amazon shows its roots for English and other countries languages while for Indian languages is still a matter of research. Hindi is the national language of I...
Create a Chatbot using Rasa. With more than 2 million downloads… | by Steadforce | Feb, 2021
ai, ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, nlp, open-source, rasa, robot chat

Create a Chatbot using Rasa. With more than 2 million downloads… | by Steadforce | Feb, 2021

With more than 2 million downloads, Rasa is an increasingly relevant open-source framework for the creation of conversation assistants. A Rasa conversation assistant can be provided to users as a chatbot via Facebook Messenger or Slack. It is also possible to publish the assistant as Alexa Skill. Rasa offers both the possibility to implement an assistant without any programming knowledge and to adapt the functional range of the framework to the respective needs via implementing extensions in Python. This article gives an overview of how Rasa makes it possible to easily create assistants. For this purpose, we create a chatbot, which can answer simple questions about its creators. The project is available at https://github.com/Steadforce/rasa-basic-tutorial. An exemplary dialogue that we ...
Hands-on for Toxicity Classification and minimization of unintended bias for Comments using classical machine learning models | by Anurag Maji
ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot online, chatbot website, classification-algorithms, conversation with ai, creating chatbots, eda, kaggle-competition, machine-learning, nlp, robot chat

Hands-on for Toxicity Classification and minimization of unintended bias for Comments using classical machine learning models | by Anurag Maji

In this blog, I will try to explain a Toxicity polarity problem solution implementation for text i.e. basically a text-based binary classification machine learning problem for which I will try to implement some classical machine learning and deep learning models.For this activity, I am trying to implement a problem from Kaggle competition: “Jigsaw Unintended Bias in Toxicity Classification”.In this problem along with toxicity classification, we have to minimize the unintended bias (which I will explain briefly in the initial section).sourceBackground:This problem was posted by the Conversation AI team (Research Institution) in Kaggle competition.This problem’s main focus is to identify the toxicity in an online conversation where toxicity is defined as anything rude, disrespectful, or o...
Facebook Shares 100-Language Translation Model, First Without English Reliance | by Tapaan Chauhan | Jan, 2021
ai, artificial-intelligence, best chatbot, chatbot, chatbot app, chatbot messenger, chatbot online, chatbot website, creating chatbots, facebook, facebook bot, facebook chatbot, facebook messenger bot, Google, nlp, robot chat

Facebook Shares 100-Language Translation Model, First Without English Reliance | by Tapaan Chauhan | Jan, 2021

M2M-100 can mostly perform so well because of the sheer number and assortment of language interpretations it prepared during advancement.Facebook utilized 2,200 sets of dialects to make the new model, a variety of 7.5 billion sentences incorporating most significant dialects, and a few that are not as broadly spoken.Generally, interpretation models are planned around a model for every language, with English going about as a center ground. In general, that will make the interpretation less exact, as any individual who has utilized an online interpreter to send a sentence into a few dialects and afterward back to its unique can validate. Facebook went for a multilingual machine interpretation (MMT) model, all things being equal, one that measures the dialects and deciphers legitimately.Fa...
Language Translation with Transformers in PyTorch | by Deep Gan Team | Jan, 2021
best chatbot, chatbot, chatbot app, chatbot messenger, chatbot online, chatbot website, creating chatbots, deep-learning, facebook bot, facebook chatbot, facebook messenger bot, google chat bots, machine-translation, natural-language-process, nlp, pytorch, robot chat

Language Translation with Transformers in PyTorch | by Deep Gan Team | Jan, 2021

Mike Wang, John Inacay, and Wiley Wang (All authors contributed equally)If you’ve been using online translation services, you may have noticed that the translation quality has significantly improved in recent years. Since it was introduced in 2017, the Transformer deep learning model has rapidly replaced the recurrent neural network (RNN) model as the model of choice in natural language processing tasks. However, Transformer models, like OpenAI’s Generative Pre-trained Transformer (GPT) and Google’s Bidirectional Encoder Representations from Transformers (BERT) models, have quickly replaced RNNs as the network architecture of choice for Natural Language Processing (NLP). With the Transformer’s parallelization ability and the utilization of modern computing power, these models are big an...
The Renaissance of Conversational AI | by Aion Digital | Jan, 2021
ai, ai bot, ai chat, ai chatbot, artificial-intelligence, best chatbot, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbots, conversation with ai, conversational-ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, google chat bots, nlp, robot chat

The Renaissance of Conversational AI | by Aion Digital | Jan, 2021

By Sheraz Sharif, Head of Data and Cyber Security at Aion DigitalCustomer support is one of the most essential areas to respond to your consumer needs, address their concerns, build community, relationships, and loyalty around the business brand. Just like everything else, customer support was directly struck by Covid-19 because of its operating model.For most establishments, customer support is still primarily managed through manual means, it requires human interaction which means high cost and inconsistent results. However, customers need for immediate results are growing more with each day. As per estimates, 65% of consumers still utilize call center channels to connect for inquires. Another interesting stat is that nearly 50% of consumers expect a response on questions or complaints...
IBM Watson Assistant provides better intent classification than other commercial products according to published study | by Nicolo Cosimo Albanese | Jan, 2021
ai, ai bot, ai chat, ai chatbot, best chatbot, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, google chat bots, ibm-watson, ibm-watson-assistant, nlp, robot chat

IBM Watson Assistant provides better intent classification than other commercial products according to published study | by Nicolo Cosimo Albanese | Jan, 2021

And how the better performances of IBM Watson Assistant tackle the most common pain points in the adoption of a conversational solutionPhoto by Alex Knight on UnsplashToday, virtual assistants (or chatbots) represent a globally recognised booming trend:With regards to chatbots, which are in many ways the most recognisable form of AI, 80% of sales and marketing leaders say they already use these in their CX or plan to do so by 2020¹.25 percent of customer service operations will use virtual customer assistants by 2020².By 2025, customer service organizations that embed AI in their multichannel customer engagement platform will elevate operational efficiency by 25%³.It is clear that chatbots are here to stay.Their limitless potential in terms of business versatility — is there any busines...
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...
Why RPA Bots & Chatbots/Live Chat are natural partners in automation | by Symprio | Jan, 2021
ai, ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, nlp, robot chat, rpa-bots

Why RPA Bots & Chatbots/Live Chat are natural partners in automation | by Symprio | Jan, 2021

While RPA robots automates a series of steps which are somewhat predictable in terms of application and data, chatbots automates communication with live chat acting as human-takeover when the chatbot gets questions not trained for.RPA & Chatbots are natural partnersSymprio is a UiPath Gold partner and delivers automation solutions for customers and also provide chatbot solutions leveraging both our own (BotExpress.ai) as well as other platforms. We see more and more where automation flows are being combined where RPA robots executes processes on top of legacy applications and chatbots and live are being used to automate or simplify communication.Modern chatbot platforms like our own (BotExpress.ai) detects intents (essence of what you want) as well as entities (data variables) which...
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...
The Main Chatbots Trends in 2020. A quick look at the chatbots trends in… | by Murad Zamanov | Dec, 2020
ai, ai bot, ai chat, ai chatbot, best chatbot, bots, chatbot, chatbot ai, chatbot app, chatbot messenger, chatbot online, chatbot website, chatbots, conversation with ai, creating chatbots, facebook bot, facebook chatbot, facebook messenger bot, instagram chatbot, Marketing, nlp, robot chat

The Main Chatbots Trends in 2020. A quick look at the chatbots trends in… | by Murad Zamanov | Dec, 2020

Despite how painful this year was for the many industries, it would be interesting to look at how it impacted chatbots, the positive and negative sides, key takeaways, etc.In 2019 there were lots of promises not only to 2020 in general but also for the chatbots industry.Let’s look at some promised trends:The chatbot market size is projected to grow from $2.6 billion in 2019 to $9.4 billion by 2024 at a compound annual growth rate (CAGR) of 29.7%. (BusinessInsider)80% of businesses are expected to have some sort of chatbot automation by 2020. (Outgrow)Chatbots can save up to 30% on customer support costs. (Invespcro)It is no secret that chatbots are the driving force to run business communications across the whole digital globe. Natural language processing (NLP) does its best to analyze ...
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...