Unite.AI

AUGUST 11, 2024

Users can set up custom streams to monitor keywords, hashtags, and mentions in real-time, while the platform's AI-powered sentiment analysis automatically categorizes mentions as positive, negative, or neutral, providing a clear gauge of public perception.

Categorization 300

Categorization AI AI Automation 300

Marktechpost

OCTOBER 25, 2024

Natural Language Processing (NLP) is a rapidly growing field that deals with the interaction between computers and human language. As NLP continues to advance, there is a growing need for skilled professionals to develop innovative solutions for various applications, such as chatbots, sentiment analysis, and machine translation.

Natural Language Processing 113

Natural Language Processing NLP Deep Learning Python 113

Analytics Vidhya

JUNE 26, 2023

They allow the network to focus on different aspects of complex input individually until the entire data set is categorized. Introduction Attention models, also known as attention mechanisms, are input processing techniques used in neural networks.

Neural Network 305

Neural Network Categorization Deep Learning NLP 305

Flipboard

FEBRUARY 16, 2023

Natural language processing ( NLP ), while hardly a new discipline, has catapulted into the public consciousness these past few months thanks in large part to the generative AI hype train that is ChatGPT. ‘Data-centric’ NLP With NLP one of the hot AI trends of the moment, Kern AI today announced that it has raised €2.7

NLP 123

NLP Data Scientist Natural Language Processing AI 123

John Snow Labs

AUGUST 9, 2023

The latest version of Legal NLP comes with a new classification model on Law Stack Exchange questions and Named-Entity Recognition on Subpoenas. setOutputCol("class") ) With the model, questions can be categorized. For example, the following text is categorized by the model as belonging to the copyright category.

NLP 98

NLP Categorization 98

John Snow Labs

AUGUST 21, 2023

We are delighted to announce a suite of remarkable enhancements and updates in our latest release of Healthcare NLP. With a strong ability to thoroughly analyze text, these models categorize content into No_Transportation_Insecurity_Or_Unknown and Transportation_Insecurity , providing valuable insights into transportation-related insecurity.

NLP 98

NLP Categorization Natural Language Processing Automation 98

Marktechpost

MAY 3, 2024

Natural Language Processing (NLP) is integral to artificial intelligence, enabling seamless communication between humans and computers. This interdisciplinary field incorporates linguistics, computer science, and mathematics, facilitating automatic translation, text categorization, and sentiment analysis.

Natural Language Processing 138

Natural Language Processing Large Language Models Categorization BERT 138

Unite.AI

FEBRUARY 21, 2025

Plus, natural language processing (NLP) and AI-driven search capabilities help businesses better understand user intent, enabling them to optimize product descriptions and attributes to match how customers actually search. How does Akeneo optimize product discovery and search functionality using AI?

Natural Language Processing 147

Natural Language Processing NLP Categorization Algorithm 147

Unite.AI

JUNE 2, 2023

Based on this, it makes an educated guess about the importance of incoming emails, and categorizes them into specific folders. In addition to the smart categorization of emails, SaneBox also comes with a feature named SaneBlackHole, designed to banish unwanted emails.

Categorization 261

Categorization Natural Language Processing Automation Machine Learning 261

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.

NLP 115

NLP LLM Large Language Models Natural Language Processing 115

Towards AI

FEBRUARY 10, 2025

We have used machine learning models and natural language processing (NLP) to train and identify distress signals. We have categorized the posts into two main categories– those seeking help and those that do not. This advanced application of data science for humanitarian aid would bring us closer to society and change the world.

Data Science 98

Data Science Machine Learning Natural Language Processing NLP 98

IBM Journey to AI blog

FEBRUARY 23, 2024

Beyond the simplistic chat bubble of conversational AI lies a complex blend of technologies, with natural language processing (NLP) taking center stage. NLP translates the user’s words into machine actions, enabling machines to understand and respond to customer inquiries accurately. What makes a good AI conversationalist?

Conversational AI 291

Conversational AI NLP Chatbots AI 291

Marktechpost

FEBRUARY 23, 2025

The benchmark, MLGym-Bench, includes 13 open-ended tasks spanning computer vision, NLP, RL, and game theory, requiring real-world research skills. A six-level framework categorizes AI research agent capabilities, with MLGym-Bench focusing on Level 1: Baseline Improvement, where LLMs optimize models but lack scientific contributions.

AI Research 93

AI Research AI Researcher Software Engineer AI 93

Unite.AI

MARCH 25, 2025

Top Features: Multilingual AI Chatbots Converse with customers in over 100 languages, using NLP to understand and respond appropriately. It supports 120+ languages, showcasing strong multilingual NLP capabilities out of the box. High Automation Rate Can automate ~85% of routine queries, deflecting tickets and reducing workload.

Chatbots 130

Chatbots AI Chatbots Automation AI 130

AWS Machine Learning Blog

NOVEMBER 1, 2024

This tagging structure categorizes costs and allows assessment of usage against budgets. ListTagsForResource : Fetches the tags associated with a specific Bedrock resource, helping users understand how their resources are categorized. He focuses on Deep learning including NLP and Computer Vision domains.

Generative AI 139

Generative AI Metadata Categorization AI 139

Towards AI

FEBRUARY 10, 2025

Labeling the wellness dimensions requires a clear understanding of social and psychological factors; we have invited an expert panel, including a clinical psychologist, rehabilitation counselor, and social NLP researcher. What are wellness dimensions? Considering its structure, we have taken Halbert L.

Data Science 91

Data Science BERT Categorization Large Language Models 91

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., temperature, salary).

Machine Learning 230

Machine Learning Neural Network Algorithm Computer Vision 230

Unite.AI

MAY 29, 2024

This advancement has spurred the commercial use of generative AI in natural language processing (NLP) and computer vision, enabling automated and intelligent data extraction. Named Entity Recognition ( NER) Named entity recognition (NER), an NLP technique, identifies and categorizes key information in text.

Data Extraction 273

Data Extraction Neural Network Large Language Models NLP 273

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

NLP 98

NLP BERT Large Language Models Natural Language Processing 98

AWS Machine Learning Blog

DECEMBER 23, 2024

Lettrias in-house team manually assessed the answers with a detailed evaluation grid, categorizing results as correct, partially correct (acceptable or not), or incorrect. An example multi-hop query in finance is Compare the oldest booked Amazon revenue to the most recent.

Generative AI 129

Generative AI Natural Language Processing Prompt Engineer Prompt Engineering 129

Unite.AI

NOVEMBER 10, 2024

Sentiment analysis to categorize mentions as positive, negative, or neutral. It uses natural language processing (NLP) algorithms to understand the context of conversations, meaning it's not just picking up random mentions! Clean and intuitive user interface that's easy to navigate. Easy reporting functionality.

Categorization 147

Categorization AI Tools Natural Language Processing Algorithm 147

John Snow Labs

NOVEMBER 5, 2024

This blog post explores how John Snow Labs’ Healthcare NLP & LLM library is transforming clinical trials by using advanced NER models to efficiently filter through large datasets of patient records. link] John Snow Labs’ Healthcare NLP & LLM library offers a powerful solution to streamline this process.

NLP 52

NLP LLM Large Language Models Categorization 52

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.

Natural Language Processing 103

Natural Language Processing AI Research AI Researcher NLP 103

Marktechpost

APRIL 30, 2024

PEFT’s applicability extends beyond Natural Language Processing (NLP) to computer vision (CV), garnering interest in fine-tuning large-parameter vision models like Vision Transformers (ViT) and diffusion models, as well as interdisciplinary vision-language models.

Large Language Models 132

Large Language Models Categorization Natural Language Processing Algorithm 132

Marktechpost

MAY 9, 2024

In Natural Language Processing (NLP) tasks, data cleaning is an essential step before tokenization, particularly when working with text data that contains unusual word separations such as underscores, slashes, or other symbols in place of spaces. The post Is There a Library for Cleaning Data before Tokenization?

NLP 122

NLP Natural Language Processing Metadata Large Language Models 122

Snorkel AI

JULY 2, 2024

Extending weak supervision to non-categorical problems Our research presented in our paper “ Universalizing Weak Supervision ” aimed to extend weak supervision beyond its traditional categorical boundaries to more complex, non-categorical problems where rigid categorization isn’t practical.

Categorization 52

Categorization Neural Network Explainability Large Language Models 52

John Snow Labs

JANUARY 30, 2025

This blog post explores how John Snow Labs Healthcare NLP & LLM library revolutionizes oncology case analysis by extracting actionable insights from clinical text. Together, these use cases illustrate the transformative potential of combining Healthcare NLP and LLMs for oncology case analysis.

NLP 52

NLP Large Language Models LLM Data Analysis 52

Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. Transformers and Advanced NLP Models : The introduction of transformer architectures revolutionized the NLP landscape.

Auto-complete 240

Auto-complete ChatGPT Large Language Models Neural Network 240

Unite.AI

SEPTEMBER 18, 2023

Types of AI in ITSM AI in ITSM can be categorized into three types: automation, chatbots, and predictive analysis. Modern AI chatbots are equipped with Natural Language Processing ( NLP ) to understand and respond to user queries in a more human-like manner. Or consider system outages, the Achilles' heel for any IT-dependent business.

Chatbots 261

Chatbots Automation Algorithm Natural Language Processing 261

Marktechpost

MAY 5, 2024

Consequently, there’s been a notable uptick in research within the natural language processing (NLP) community, specifically targeting interpretability in language models, yielding fresh insights into their internal operations.

Natural Language Processing 113

Natural Language Processing Categorization NLP Neural Network 113

AWS Machine Learning Blog

JUNE 25, 2024

Manually analyzing and categorizing large volumes of unstructured data, such as reviews, comments, and emails, is a time-consuming process prone to inconsistencies and subjectivity. By using the pre-trained knowledge of LLMs, zero-shot and few-shot approaches enable models to perform NLP with minimal or no labeled data.

Automation 125

Automation Prompt Engineer Prompt Engineering Categorization 125

John Snow Labs

JUNE 26, 2024

This blog post explores how John Snow Labs’ Healthcare NLP models are revolutionizing the extraction of critical insights on opioid use disorder. Here, NLP offers a powerful solution. Let us start with a short Spark NLP introduction and then discuss the details of opioid drugs analysis with some solid results.

NLP 52

NLP Categorization Large Language Models Data Analysis 52

Unite.AI

SEPTEMBER 18, 2023

Blockchain technology can be categorized primarily on the basis of the level of accessibility and control they offer, with Public, Private, and Federated being the three main types of blockchain technologies.

Deep Learning 321

Deep Learning Artificial Intelligence Artificial Intelligence AI 321

Becoming Human

MAY 9, 2024

Where interpreting raw financial data has become easier NLP, it is also helping us make better predictions and financial decisions. NLP in finance includes semantic analysis, information extraction, and text analysis. Within NLP, data labeling allows machine learning models to isolate finance-related variables in different datasets.

NLP 52

NLP Natural Language Processing Machine Learning Artificial Intelligence 52

John Snow Labs

SEPTEMBER 17, 2024

This NLP clinical solution collects data for administrative coding tasks, quality improvement, patient registry functions, and clinical research. Named Entities in Clinical Data Abstraction based on NLP One of the most important tasks in NLP is named-entity recognition. admission discharge, the interaction of drugs, genes, etc.

NLP 52

NLP Natural Language Processing Categorization Automation 52

Unite.AI

JUNE 11, 2024

Third, the NLP Preset is capable of combining tabular data with NLP or Natural Language Processing tools including pre-trained deep learning models and specific feature extractors. Finally, the CV Preset works with image data with the help of some basic tools.

Auto-classification 263

Auto-classification Machine Learning Data Scientist Metadata 263

IBM Journey to AI blog

AUGUST 1, 2023

Foundation models can be trained to perform tasks such as data classification, the identification of objects within images (computer vision) and natural language processing (NLP) (understanding and generating text) with a high degree of accuracy. An open-source model, Google created BERT in 2018. All watsonx.ai

Generative AI 176

Generative AI Data Scientist BERT Machine Learning 176