IBM Journey to AI blog

DECEMBER 20, 2023

And retailers frequently leverage data from chatbots and virtual assistants, in concert with ML and natural language processing (NLP) technology, to automate users’ shopping experiences. Regression algorithms —predict output values by identifying linear relationships between real or continuous values (e.g.,

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The MLOps Blog

MARCH 23, 2023

NLP models in commercial applications such as text generation systems have experienced great interest among the user. These models have achieved various groundbreaking results in many NLP tasks like question-answering, summarization, language translation, classification, paraphrasing, et cetera. Consider ChatGPT as an example.

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NLP LLM Large Language Models Natural Language Processing 115

Chatbots Life

MAY 25, 2023

And WhatsApp chatbots have become no less than oxygen for businesses, big and small alike. Let us explore the what and how of WhatsApp Business, the benefits of WhatsApp chatbot, and why your business should be on the most popular messaging app. Let us have a look at some of the features: Chatathon by Chatbot Conference 1.

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Chatbots Automation Categorization NLP 90

Topbots

APRIL 11, 2023

BERT by Google Summary In 2018, the Google AI team introduced a new cutting-edge model for Natural Language Processing (NLP) – BERT , or B idirectional E ncoder R epresentations from T ransformers. This model marked a new era in NLP with pre-training of language models becoming a new standard. What is the goal? accuracy on SQuAD 1.1

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Marktechpost

OCTOBER 28, 2023

A model’s capacity to generalize or effectively apply its learned knowledge to new contexts is essential to the ongoing success of Natural Language Processing (NLP). Though it’s generally accepted as an important component, it’s still unclear what exactly qualifies as a good generalization in NLP and how to evaluate it.

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Natural Language Processing AI Researcher AI Research NLP 103

Unite.AI

AUGUST 27, 2024

But what if there was a solution that combined the smart, personalized conversational abilities of an AI chatbot with the dependable results of a search engine ? Using Natural Language Processing (NLP) and the latest AI models, Perplexity AI moves beyond keyword matching to understand the meaning behind questions.

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Marktechpost

JULY 1, 2024

Natural language processing (NLP) is a branch of artificial intelligence focusing on the interaction between computers and humans using natural language. NLP encompasses various applications, including language translation, sentiment analysis, and conversational agents, significantly enhancing how we interact with technology.

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IBM Journey to AI blog

AUGUST 28, 2023

Text mining —also called text data mining—is an advanced discipline within data science that uses natural language processing (NLP) , artificial intelligence (AI) and machine learning models, and data mining techniques to derive pertinent qualitative information from unstructured text data. What is text mining?

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Data Mining Convolutional Neural Networks Categorization Machine Learning 170

Chatbots Life

MAY 19, 2023

A chatbot is a technological genie that uses intelligent automation, ML, and NLP to automate tasks. Chatbots are transforming the IT service desk's workplace support and service delivery procedures to make them more efficient and successful in serving employees. Your staff can auto-resolve issues using this ticketing system.

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IBM Journey to AI blog

OCTOBER 16, 2023

Voice-based queries use Natural Language Processing (NLP) and sentiment analysis for speech recognition. Text-based queries are usually handled by chatbots, virtual agents that most businesses provide on their e-commerce sites. This communication can involve speech recognition, speech-to-text conversion, NLP, or text-to-speech.

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Marktechpost

DECEMBER 18, 2023

The researchers discovered that transformers, which are the backbone architecture of many popular chatbots, utilize a hidden layer within their attention mechanism, which resembles support vector machines (SVMs). Take the example of asking a chatbot to summarize a lengthy article.

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ODSC - Open Data Science

SEPTEMBER 12, 2024

Now that artificial intelligence has become more widely accepted, some daring companies are looking at natural language processing (NLP) technology as the solution. Naturally, its high penetration rate has given way to exploration into machine learning subsets like deep learning and NLP. What Is Compliance Monitoring in Banking?

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NLP Automation Machine Learning Data Science 52

Artificial Corner

JULY 30, 2023

Natural Language Processing (NLP) is a subfield of artificial intelligence. Machine translation, summarization, ticket categorization, and spell-checking are among the examples. It enables machines to analyze and comprehend human language, enabling them to carry out repetitive activities without human intervention.

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Large Language Models LLM Natural Language Processing Deep Learning 98

AssemblyAI

JANUARY 23, 2025

Broadly, Python speech recognition and Speech-to-Text solutions can be categorized into two main types: open-source libraries and cloud-based services. If you're looking to implement Automatic Speech Recognition (ASR) in Python, you may have noticed that there is a wide array of available options.

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Explosion

FEBRUARY 15, 2023

As many large financial institutions push to use Natural Language Processing (NLP) to digitize their customer support channels, smaller financial institutions like credit unions and community banks are having a tough time to keep pace. Posh Technologies is a Boston, Massachusetts-based conversational AI and NLP technology development company.

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Chatbots NLP Data Scientist OpenAI 59

AssemblyAI

MAY 14, 2024

It automatically categorizes, summarizes, and extracts actionable insights from customer calls, such as flagging questions and complaints. Gaming Chatbots Speech AI is changing how players interact with non-playable characters (NPCs). This helps dispatch systems automatically prioritize calls and route them to the right response teams.

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Natural Language Processing Automation Robotics Categorization 147

Viso.ai

AUGUST 15, 2024

Chatbots are AI agents that can simulate human conversation with the user. The generative AI capabilities of Large Language Models (LLMs) have made chatbots more advanced and more capable than ever. This makes any business want their own chatbot, answering FAQs or addressing concerns. Let’s get started.

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IBM Journey to AI blog

MAY 17, 2024

A full one-third of consumers found their early customer support and chatbot experiences that use natural language processing (NLP) so disappointing that they didn’t want to engage with the technology again. And  And the centrality of these experiences isn’t limited to B2C vendors.

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Towards AI

FEBRUARY 3, 2024

NLP Project: Speech recognition, chatbots, …. Also, we need to handle any missing values present if any, and make sure that we should normalize the numerical data or encode the categorical data. As I mentioned few models in the first step as in the scope of the project like Regression, NLP, classification, …….

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Machine Learning Data Scientist NLP ML 122

Towards AI

JANUARY 7, 2025

Introduction The idea behind using fine-tuning in Natural Language Processing (NLP) was borrowed from Computer Vision (CV). Despite the popularity and success of transfer learning in CV, for many years it wasnt clear what the analogous pretraining process was for NLP. How is Fine-tuning Different from Pretraining?

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Marktechpost

JULY 4, 2023

Natural language processing (NLP) activities, including speech-to-text, sentiment analysis, text summarization, spell-checking, token categorization, etc., Chatbot/support agent assist Tools like LaMDA, Rasa, Cohere, Forethought, and Cresta can be used to power chatbots or enhance the productivity of customer care personnel.

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Large Language Models BERT Natural Language Processing Categorization 104

Marktechpost

OCTOBER 4, 2024

Natural language processing (NLP) has seen rapid advancements, with large language models (LLMs) leading the charge in transforming how text is generated and interpreted. These models have showcased an impressive ability to create fluent and coherent responses across various applications, from chatbots to summarization tools.

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LLM Natural Language Processing Large Language Models Categorization 113

Heartbeat

JULY 11, 2023

Photo by Oleg Laptev on Unsplash By improving many areas of content generation, optimization, and analysis, natural language processing (NLP) plays a crucial role in content marketing. Artificial intelligence (AI) has a subject called natural language processing (NLP) that focuses on how computers and human language interact.

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NLP Natural Language Processing Chatbots Algorithm 40

Towards AI

MAY 20, 2023

Challenges of building custom LLMs Building custom Large Language Models (LLMs) presents an array of challenges to organizations that can be broadly categorized under data, technical, ethical, and resource-related issues. While these challenges can be significant, they are not insurmountable.

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LLM Large Language Models Chatbots Natural Language Processing 98

Marktechpost

DECEMBER 6, 2023

LLMs can be fine-tuned for a variety of NLP tasks, such as text categorization, sentiment analysis, text creation, and more, where the main objective is to comprehend and produce text depending on the input.

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Large Language Models Artificial Intelligence Artificial Intelligence Natural Language Processing 109

Marktechpost

FEBRUARY 23, 2025

Advances in Natural Language Processing: Improvements in NLP have made it possible for AI agents to better understand and respond to human language, particularly useful in interactive applications. Resources from DigitalOcean and GitHub help us categorize these agents based on their capabilities and operational approaches.

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Viso.ai

MAY 13, 2024

The labels are task-dependent and can be further categorized as an image or text annotation. It can be further categorized as follows: Sentiment Annotation : Texts like customer reviews and social media posts usually express different sentiments. These allow chatbots to navigate the conversation and answer queries or execute actions.

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Computer Vision Natural Language Processing Categorization Chatbots 52

AWS Machine Learning Blog

SEPTEMBER 13, 2024

Using natural language processing (NLP) and OpenAPI specs, Amazon Bedrock Agents dynamically manages API sequences, minimizing dependency management complexities. You can ask the chatbots sample questions to start exploring the functionality of filing a new claim.

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Towards AI

MARCH 28, 2023

Source: Creative Commons In recent years, we have seen an explosion in the use of voice assistants, chatbots, and other conversational agents that use natural language to communicate with humans. Conversational AI is used in many applications, including chatbots, virtual assistants, and voice-activated devices.

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Topbots

OCTOBER 4, 2023

Here are a few examples across various domains: Natural Language Processing (NLP) : Predictive NLP models can categorize text into predefined classes (e.g., spam vs. not spam), while generative NLP models can create new text based on a given prompt (e.g., a social media post or product description).

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Becoming Human

MAY 9, 2024

Introduction about NER Named entity recognition (NER) is a fundamental aspect of natural language processing (NLP). NLP is a branch of artificial intelligence (AI) that aims to teach machines how to understand, interpret, and generate human language. It helps the model learn how to identify and categorize named entities accurately.

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Natural Language Processing NLP Categorization Data Mining 52

Chatbots Life

APRIL 19, 2024

Photo by Alexey Ruban on Unsplash NLP Technology and Multimodal AI Generative AI is also enhancing Natural Language Processing (NLP). This advancement is pivotal for human-like interactions in voice assistants and chatbots. In NLP, multimodal models help with language translation, sentiment analysis, and chatbot development.

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AWS Machine Learning Blog

MAY 7, 2024

Tasks such as routing support tickets, recognizing customers intents from a chatbot conversation session, extracting key entities from contracts, invoices, and other type of documents, as well as analyzing customer feedback are examples of long-standing needs. Intents are categorized into two levels: main intent and sub intent.

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NVIDIA Developer

JUNE 2, 2021

Applications for natural language processing (NLP) have exploded in the past decade. With the proliferation of AI assistants and organizations infusing their businesses with more interactive human-machine experiences, understanding how NLP techniques can be used to manipulate, analyze, and generate text-based data is essential.

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Pragnakalp

APRIL 10, 2023

It can extract key information and categorize them into relevant sections. appeared first on Pragnakalp Techlabs: AI, NLP, Chatbot, Python Development. Powered by OpenAI’s ChatGPT language model, Resume Parser can analyze and interpret resumes with remarkable precision. Revolutionize your hiring process today!

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Marktechpost

JUNE 11, 2023

Trumpethouse’s ChatGPT is an AI-powered chatbot that aids users in developing content specific to their target demographic. It uses GPT-3, a state-of-the-art AI language model that has set the bar for NLP systems everywhere. It can be downloaded through the App Store or Google Play.

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Snorkel AI

MARCH 1, 2023

Chatbots and virtual assistants ChatGPT demonstrated that foundation models can serve as the seed for competent chat bots and virtual assistants that may help businesses provide customer support and answer common questions. The company is best known for NLP tools, but also enables the use of computer vision, audio, and multimodal models.

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