IBM Journey to AI blog

JANUARY 8, 2024

The Ministry of Justice in Baden-Württemberg recommended using AI with natural language understanding (NLU) and other capabilities to help categorize each case into the different case groups they were handling. The courts needed a transparent, traceable system that protected data. Explainability will play a key role.

Categorization 227

Categorization Automation AI AI 227

Analytics Vidhya

JULY 25, 2022

Introduction A ledger is an accounting record that lists debits and credits for the categorized and condensed data from the journals. The information needed to create financial statements is included in the ledger. […]. This article was published as a part of the Data Science Blogathon.

Categorization 259

Categorization Data Science 259

IBM Journey to AI blog

MARCH 27, 2024

This article explores an innovative way to streamline the estimation of Scope 3 GHG emissions leveraging AI and Large Language Models (LLMs) to help categorize financial transaction data to align with spend-based emissions factors. Why are Scope 3 emissions difficult to calculate?

ESG 203

ESG Categorization Large Language Models NLP 203

Aiiot Talk

MARCH 20, 2024

This step involves cleaning your data, handling missing values, normalizing or scaling your data and encoding categorical variables into a format your algorithm can understand. Data Security Considerations in Preprocessing “Safeguarding data privacy during preprocessing — especially when handling sensitive information — is necessary.”

Machine Learning 214

Machine Learning Categorization Artificial Intelligence Artificial Intelligence 214

Marktechpost

MAY 18, 2024

Effective graph pooling is essential for downsizing and learning representations, categorized into global and hierarchical pooling. Hierarchical methods, such as TopK-based and cluster-based strategies, aim to retain structural features but face challenges like potential information loss and over-smoothing. Check out the Paper.

Neural Network 105

Neural Network Categorization Deep Learning Data Analysis 105

AI News

JANUARY 8, 2024

.” These tactics manipulate content to deceive individuals, creating a heightened challenge for consumers to discern between real and manipulated information. This technology employs contextual, behavioural, and categorical detection models, achieving an impressive 90 percent accuracy rate.

Big Data 285

Big Data Categorization AI AI 285

AssemblyAI

MARCH 3, 2024

Produce digestible insights that can be easily categorized, tagged, and searched. For example, one market research platform helps inform healthcare marketing by comparing respondents’ descriptions of pharmaceuticals to brand messaging. Generate key themes and highlights to speed up research analysis.

Categorization 147

Categorization Large Language Models AI AI 147

Unite.AI

JUNE 2, 2023

In the age of information overload, managing emails can be a daunting task. Based on this, it makes an educated guess about the importance of incoming emails, and categorizes them into specific folders. Its powerful AI capabilities allow it to understand and categorize emails, draft responses, and manage follow-ups efficiently.

Categorization 261

Categorization Natural Language Processing Automation AI 261

Marktechpost

MAY 5, 2024

The LM interpretability approaches discussed are categorized based on two dimensions: localizing inputs or model components for predictions and decoding information within learned representations. They explore methods to decode information in neural network models, especially in natural language processing.

Natural Language Processing 113

Natural Language Processing Categorization Neural Network NLP 113

Unite.AI

MARCH 15, 2024

Moreover, the search engine uses LLM combined with live data to answer questions and summarize information based on the top sources. Categorical Searches: Users can search within categories such as tweets, papers, or blogs for more targeted and effective searching. Furthermore, basic access to Andi Search is completely free.

AI 306

AI AI OpenAI LLM 306

Unite.AI

MAY 10, 2024

This innovative functionality enables users to ask questions and retrieve specific information from the PDF document, making it easier to navigate and understand complex research papers. One of the standout features of Tenorshare AI PDF Tool is its interactive chat interface, powered by ChatGPT.

AI Researcher 130

AI Researcher AI Research Natural Language Processing Machine Learning 130

Towards AI

NOVEMBER 1, 2023

Moreover, we will utilise the information from our time-series model as regression features to strengthen our regression’s predictive power. Consequently, in our case, the initial step in performing feature engineering is to group our features into three groups: categorical features, temporal features, and numerical features.

Categorization 98

Categorization Data Extraction AI AI 98

IBM Journey to AI blog

NOVEMBER 6, 2023

However, this isolated qualitative customer information is not enough to serve a client’s needs. Watsonx.data allows enterprises to centrally gather, categorize and filter data from multiple sources. Generative AI tools like IBM watsonx.ai

Generative AI 277

Generative AI AI AI Categorization 277

AssemblyAI

FEBRUARY 16, 2024

Entity Detection spots and categorizes important data in your audio, like names, organizations, addresses, and more. Now you will be able to redact sensitive information and identify entities from audio in 13 new languages. 

Neural Network 147

Neural Network Python Categorization Generative AI 147

Unite.AI

MARCH 14, 2024

Risk-Based Categorization of AI Technologies Central to the Act is its innovative risk-based framework, which categorizes AI systems into four distinct levels: unacceptable, high, medium, and low risk. The ‘unacceptable' category includes AI systems deemed too harmful for use in European society, leading to their outright ban.

Artificial Intelligence 182

Artificial Intelligence Artificial Intelligence Categorization AI 182

Unite.AI

APRIL 16, 2024

In doing so, they equip stakeholders with the insights needed to remain abreast of regulatory changes and make well-informed decisions amidst the dynamic regulatory landscape. AI-powered tools offer the capability to navigate vast databases, analyze clinical research data, streamline document searches, and access worldwide regulatory news.

Automation 162

Automation Natural Language Processing AI AI 162

Marktechpost

APRIL 1, 2024

This enhances the accuracy and credibility of the generation, particularly for knowledge-intensive tasks, and allows for continuous knowledge updates and integration of domain-specific information. The RAG research paradigm is continuously evolving, and RAG is categorized into three stages: Naive RAG, Advanced RAG, and Modular RAG.

LLM 125

LLM Metadata Large Language Models Categorization 125

IBM Journey to AI blog

MAY 7, 2024

Observing their health helps you make informed decisions about when and how to scale services to ensure optimal performance and resource utilization. kubelet_runtime_operations_latency_microseconds: This metric measures the time it takes for each operation to complete, categorized by type, and it’s measured in microseconds.

Categorization 198

Categorization Software Development Automation 198

Marktechpost

MARCH 22, 2024

There are major worries about data traceability and reproducibility because, unlike code, data modifications do not always provide enough information about the exact source data used to create the published data and the transformations made to each source. This information will then be indexed as part of a data catalog.

Machine Learning 135

Machine Learning Explainability Categorization ETL 135

Marktechpost

MAY 9, 2024

Neglecting this preliminary stage may result in inaccurate tokenization, impacting subsequent tasks such as sentiment analysis, language modeling, or text categorization. This capacity to extract exact information guarantees the accurate acquisition of pertinent data for processing later on.

NLP 110

NLP Natural Language Processing Metadata Large Language Models 110

AssemblyAI

MAY 14, 2024

It lets users analyze text to detect patterns, extract meaningful information, and even redact sensitive data (automatically). It automatically categorizes, summarizes, and extracts actionable insights from customer calls, such as flagging questions and complaints. However, its services expand far beyond transcription.

Natural Language Processing 147

Natural Language Processing Automation Robotics AI 147

Marktechpost

SEPTEMBER 26, 2023

Many graphical models are designed to work exclusively with continuous or categorical variables, limiting their applicability to data that spans different types. Moreover, specific restrictions, such as continuous variables not being allowed as parents of categorical variables in directed acyclic graphs (DAGs), can hinder their flexibility.

Neural Network 135

Neural Network Categorization Data Scientist Data Analysis 135

Ofemwire

MARCH 22, 2024

It’s like a helper for your research, making it easier for you to ask the right questions, find the information you need, and understand complex topics. It draws from web-based resources to provide answers with direct citations, ensuring transparency and reliability in the information provided.

AI Tools 102

AI Tools Categorization AI AI 102

Marktechpost

MAY 9, 2024

This library systematically categorizes songs, capturing key, tempo, chords, instrumentation, song structures, time signature, genre and more. Rightsify built a substantial database library by purchasing music rights from artists while cataloging its collection over its decade plus of being in business.

Metadata 125

Metadata Categorization AI AI 125

Unite.AI

FEBRUARY 26, 2024

And sometimes that data includes sensitive information about people and organizations. This sparks public concerns about privacy, transparency, and control over personal information on the internet. As the demand for AI tools increases exponentially, tech giants are increasingly collecting vast amounts of data to train their models.

Chatbots 162

Chatbots Categorization ChatGPT Deep Learning 162

Marktechpost

MARCH 5, 2024

However, a vast portion of the digital world comprises binary data, the fundamental building block of all digital information, which still needs to be explored by current deep-learning models. bGPT’s training objectives span generative modeling, focusing on next-byte prediction and classification tasks that categorize byte sequences.

Deep Learning 142

Deep Learning Categorization Algorithm AI 142

Marktechpost

MARCH 24, 2024

Previous attempts to address this issue have utilized acoustic signals and linguistic information. From a technical standpoint, the researchers’ methodology involves training classifiers using purely acoustic information extracted from audio waveforms.

Large Language Models 133

Large Language Models LLM Categorization AI 133

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. positive, negative or neutral).

Convolutional Neural Networks 144

Convolutional Neural Networks Data Mining Categorization Machine Learning 144

Becoming Human

MAY 9, 2024

NLP in finance includes semantic analysis, information extraction, and text analysis. Document categorization includes sorting documents into groups for better classification and organization. Using this data, financial analysts and organizations can make informed decisions.

NLP 52

NLP Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Marktechpost

APRIL 29, 2024

Called CatLIP (Categorical Loss for Image-text Pre-training), this approach solves the trade-off between efficiency and scalability on web-scale image-text datasets with weak labeling. By extracting labels from text captions, CatLIP views image-text pre-training as a classification problem.

Categorization 128

Categorization AI AI ML 128

AssemblyAI

JANUARY 23, 2024

Better customer understanding for end users Tools built with LLMs make it easier for users to analyze findings from aggregated data across all conversations to help their teams inform strategic decisions surrounding training, branding, and customer satisfaction. 

Large Language Models 147

Large Language Models Natural Language Processing Categorization Automation 147

Becoming Human

MAY 9, 2024

The article is filled with vital information such as the name of the rocket Falcon 9, the launch site of Kennedy Space Center, the time of the launch Friday morning, and the mission goal to resupply the International Space Station. Now, suppose we want to design a computer program to read this article and extract the same information.

Natural Language Processing 52

Natural Language Processing NLP Categorization Data Mining 52

IBM Journey to AI blog

MAY 17, 2024

They can provide valuable insights and forecasts to inform organizational decision-making in omnichannel commerce, enabling businesses to make more informed and data-driven decisions. Meanwhile, 43% are using the technology to inform strategic decisions. AI models analyze vast amounts of data quickly and accurately.

Generative AI 145

Generative AI Automation AI AI 145

AWS Machine Learning Blog

MAY 7, 2024

Large language models (LLMs) have unlocked new possibilities for extracting information from unstructured text data. This post walks through examples of building information extraction use cases by combining LLMs with prompt engineering and frameworks such as LangChain.

Prompt Engineer 92

Prompt Engineer Prompt Engineering Large Language Models LLM 92

Marktechpost

APRIL 6, 2024

Systems like PAT-ANALYZER and PaTRIZ automatically extract contradictory information from patent texts. AutoTRIZ’s detection results were compared with human experts’ analyses from textbooks categorized into complete match, half match, and no match scenarios.

Large Language Models 135

Large Language Models Automation Natural Language Processing Categorization 135

AssemblyAI

SEPTEMBER 12, 2023

With so much information available online, it’s never been easier for consumers to make quick decisions about your brand. Armed with that information, you'll be better prepared to influence your media presence in the right direction. Scalability: Determine the volume of media you need to monitor.

Categorization 130

Categorization AI AI AI Modeling 130

Marktechpost

MARCH 19, 2024

Central to the knowledge conflict dilemma is the clash between LLMs’ static, pre-learned information and the constantly evolving, real-time data they encounter post-deployment. This is not merely an academic concern but a practical one, affecting the models’ reliability and effectiveness.

Large Language Models 82

Large Language Models Artificial Intelligence Artificial Intelligence Categorization 82