Analytics Vidhya

NOVEMBER 20, 2024

Large Language Models like BERT, T5, BART, and DistilBERT are powerful tools in natural language processing where each is designed with unique strengths for specific tasks. Whether it’s summarization, question answering, or other NLP applications. These models vary in their architecture, performance, and efficiency.

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AI News

JANUARY 21, 2025

AI coding tools leverage machine learning, deep learning, and natural language processing to assist developers in writing and optimising code. 7 top free AI coding tools AI coding tools leverage machine learning, deep learning, and natural language processing to assist developers in writing and optimising code.

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AI News

MARCH 3, 2025

Instead of manually scrolling through product pages or filling out payment forms, users could delegate the entire process to Browser Operatorallowing them to shift focus to activities that matter more to them, such as spending time with loved ones.

Big Data 294

Big Data Natural Language Processing AI AI 294

Analytics Vidhya

JANUARY 20, 2025

Since its introduction in 2018, BERT has transformed Natural Language Processing. It performs well in tasks like sentiment analysis, question answering, and language inference. Using bidirectional training and transformer-based self-attention, BERT introduced a new way to understand relationships between words in text.

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AI News

JANUARY 16, 2025

Although these models are perhaps most known for revolutionising natural language processing (NLP), IBM has advanced their use cases beyond text, including applications in chemistry, geospatial data, and time series analysis.

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Analytics Vidhya

JANUARY 17, 2025

Entity extraction, also known as Named Entity Recognition, is a crucial task in natural language processing that focuses on identifying and classifying key information from unstructured text.

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Natural Language Processing Generative AI AI AI 208

Analytics Vidhya

JANUARY 20, 2025

ModernBERT is an advanced iteration of the original BERT model, meticulously crafted to elevate performance and efficiency in natural language processing (NLP) tasks.

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Natural Language Processing BERT Machine Learning NLP 207

AI News

FEBRUARY 7, 2025

Antix’s digital humans use advanced machine learning and natural language processing to make digital interactions more personalised. Notably, digital humans are designed as non-fungible tokens (NFTs) which means they can evolve alongside the owner.

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AI News

NOVEMBER 21, 2024

Chatbots come in various forms, including: Rule-based chatbots: Respond to specific commands predetermined by developers, AI-driven chatbots: Use machine learning and natural language processing (NLP) to understand and adapt to user queries.

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Chatbots Natural Language Processing Machine Learning Automation 304

Unite.AI

NOVEMBER 25, 2024

Our use of AI goes beyond just detecting threats—it automates responses to free up security teams and even includes natural language processing to make interacting with security data user-friendly. This reduces the complexity that overwhelms many organizations using multiple tools.

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Natural Language Processing Automation Machine Learning NLP 264

Unite.AI

APRIL 13, 2025

Advanced natural language processing (NLP) allows Alexa+ to understand commands and the context behind them. These systems allow Alexa+ to process large amounts of data, understand complex commands, and provide relevant, personalized responses based on the user's needs.

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Analytics Vidhya

JULY 27, 2024

This is where the term frequency-inverse document frequency (TF-IDF) technique in Natural Language Processing (NLP) comes into play. Introduction Understanding the significance of a word in a text is crucial for analyzing and interpreting large volumes of data.

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Analytics Vidhya

SEPTEMBER 18, 2024

Introduction Large Language Models (LLMs) contributed to the progress of Natural Language Processing (NLP), but they also raised some important questions about computational efficiency. These models have become too large, so the training and inference cost is no longer within reasonable limits.

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Natural Language Processing Large Language Models NLP LLM 306

Analytics Vidhya

JUNE 13, 2024

Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation and analysis.

Large Language Models 381

Large Language Models Natural Language Processing NLP Python 381

AI News

FEBRUARY 13, 2025

The partnership could enable: Creation of locally optimised AI applications Enhanced natural language processing capabilities specific to Chinese users Seamless integration with local services and platforms Prospects and industry impact The effects of the partnership extend beyond immediate market concerns.

Big Data 306

Big Data Natural Language Processing Large Language Models AI 306

Analytics Vidhya

FEBRUARY 18, 2025

DeepSeek has taken the world of natural language processing by storm. With its impressive scale and performance, this cutting-edge model excels in tasks like question answering and text summarization. Its ability to handle nuanced understanding makes it a game-changer across industries.

Natural Language Processing 140

Natural Language Processing NLP Generative AI AI 140

Analytics Vidhya

MAY 17, 2024

Introduction In natural language processing (NLP), sequence-to-sequence (seq2seq) models have emerged as a powerful and versatile neural network architecture.

Neural Network 336

Neural Network Natural Language Processing NLP 336

Analytics Vidhya

AUGUST 23, 2024

Introduction Artificial Intelligence has seen remarkable advancements in recent years, particularly in natural language processing. Among the numerous AI language models, two have garnered significant attention: ChatGPT-4 and Llama 3.1.

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ChatGPT Natural Language Processing Artificial Intelligence Artificial Intelligence 328

Analytics Vidhya

FEBRUARY 5, 2025

Natural Language Processing has grown quickly in recent years. While private models have been leading the way, open-source models have been catching up. OLMo 2 is a big step forward in the open-source world, offering power and accessibility similar to private models.

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Natural Language Processing Generative AI AI AI 140

Analytics Vidhya

MAY 13, 2024

Introduction Transformers have revolutionized various domains of machine learning, notably in natural language processing (NLP) and computer vision. Their ability to capture long-range dependencies and handle sequential data effectively has made them a staple in every AI researcher and practitioner’s toolbox.

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Analytics Vidhya

MAY 1, 2024

Google’s latest breakthrough in natural language processing (NLP), called Gecko, has been gaining a lot of interest since its launch. Unlike traditional text embedding models, Gecko takes a whole new approach by distilling knowledge from large language models (LLMs).

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Large Language Models Natural Language Processing NLP AI Modeling 326

Unite.AI

APRIL 16, 2025

Unlike traditional chatbots, which are limited to pre-programmed workflows, agentic AI systems use advanced large language models (LLMs) and natural language processing (NLP) to understand complex inputs and determine the best course of action without human intervention.

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Large Language Models DevOps Natural Language Processing Automation 254

Analytics Vidhya

MAY 15, 2024

Their versatility and efficiency stem from their use of the most recent developments in machine learning and natural language processing. AI assistants help increase our productivity by handling activities like coding, email sorting, and meeting scheduling.

Natural Language Processing 325

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning 325

Analytics Vidhya

APRIL 22, 2024

Introduction In natural language processing (NLP), it is important to understand and effectively process sequential data. Before delving into the intricacies of LSTM language translation models, […] The post Language Translation Using LSTM appeared first on Analytics Vidhya.

Natural Language Processing 352

Natural Language Processing NLP 352

Analytics Vidhya

JUNE 6, 2024

This will help the large language models understand English text and generate meaningful full tokens during the generation period. One of the other common tasks in Natural Language Processing is the Sequence Classification Task. […] The post How to Finetune Llama 3 for Sequence Classification?

Large Language Models 317

Large Language Models Natural Language Processing LLM 317

Analytics Vidhya

SEPTEMBER 15, 2024

Introduction Recently, with the rise of large language models and AI, we have seen innumerable advancements in natural language processing. Models in domains like text, code, and image/video generation have archived human-like reasoning and performance.

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Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 318

Analytics Vidhya

MARCH 30, 2024

Introduction With the advent of Large Language Models (LLMs), they have permeated numerous applications, supplanting smaller transformer models like BERT or Rule Based Models in many Natural Language Processing (NLP) tasks.

BERT 348

BERT Natural Language Processing Large Language Models NLP 348

Analytics Vidhya

JULY 19, 2024

Introduction The ability to be quick has become increasingly important in the rapidly developing fields of artificial intelligence and natural language processing. Experts and amateurs in AI are finding great success with the Chain of Dictionary method, one potent methodology.

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Analytics Vidhya

APRIL 16, 2024

Introduction Welcome into the world of Transformers, the deep learning model that has transformed Natural Language Processing (NLP) since its debut in 2017. These linguistic marvels, armed with self-attention mechanisms, revolutionize how machines understand language, from translating texts to analyzing sentiments.

Natural Language Processing 346

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Analytics Vidhya

FEBRUARY 10, 2025

The field of natural language processing (NLP) has seen significant advancements in the past few years, with post-training techniques playing a crucial role in refining language models.

Natural Language Processing 140

Natural Language Processing NLP OpenAI Generative AI 140

AI News

APRIL 7, 2025

The three core AI-related technologies that play an important role in the finance sector, are: Natural language processing (NLP) : The NLP aspect of AI helps companies understand and interpret human language, and is used for sentiment analysis or customer service automation through chatbots.

Data Mining 254

Data Mining Chatbots Automation Machine Learning 254

Unite.AI

APRIL 26, 2025

AI helps overcome this challenge by using machine learning and natural language processing (NLP) algorithms to analyze large volumes of dolphin sound data. Traditional methods of observation and analysis struggle to handle the massive amount of data generated by dolphin vocalizations, making it difficult to draw insights.

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Artificial Intelligence Artificial Intelligence Natural Language Processing AI 221

Analytics Vidhya

JULY 29, 2024

Introduction Chatbots are now essential tools for developers and organizations alike in the rapidly changing fields of artificial intelligence and natural language processing. A chatbot’s capacity to retain context during a conversation is essential to developing one that is genuinely interesting and intelligent.

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Unite.AI

NOVEMBER 11, 2024

By leveraging ML and natural language processing (NLP) techniques, CRM platforms can collect raw data from disparate sources, such as purchase patterns, customer interactions, buying behavior, and purchasing history. Enhanced Analytics AI in CRM platforms can take analytics to new heights.

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Analytics Vidhya

FEBRUARY 27, 2025

an advanced AI model designed to enhance chatbot interactions with improved natural language processing, a richer knowledge base, and better contextual understanding. OpenAI has introduced GPT-4.5,

Natural Language Processing 125

Natural Language Processing Chatbots OpenAI AI Modeling 125

Unite.AI

JANUARY 28, 2025

OpenAI, known for its general-purpose models like GPT-4 and Codex, excels in natural language processing and problem-solving across many applications. OpenAIs o1 model, based on its GPT architecture, is highly adaptable and performs exceptionally well in natural language processing and text generation.

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OpenAI Natural Language Processing Explainable AI Explainability 147

AI News

MAY 22, 2024

For human communication and natural language processing, this means models like ChatGPT can stay continually updated with one of the vastest collections of public discourse available, enabling them to respond more effectively.

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