Dataconomy

APRIL 21, 2025

Natural language processing (NLP) is a fascinating field at the intersection of computer science and linguistics, enabling machines to interpret and engage with human language. What is natural language processing (NLP)?

Natural Language Processing 91

Natural Language Processing Deep Learning Deep Learning Computer Science 91

insideBIGDATA

NOVEMBER 18, 2024

From optimizing contract reviews with natural language processing to enabling cross-departmental collaboration and proactive risk assessment, Daniela talks about how AI is transforming contract lifecycle management into a more efficient, accurate, and proactive function within organizations.

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Analytics Vidhya

JANUARY 29, 2025

Beam search is a powerful decoding algorithm extensively used in natural language processing (NLP) and machine learning. It is especially important in sequence generation tasks such as text generation, machine translation, and summarization.

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KDnuggets

FEBRUARY 21, 2025

Its perfect for environments with limited processing power and memory. DistilBERT is a smaller, faster version of BERT that performs well with fewer resources.

Natural Language Processing 267

Natural Language Processing 267

Analytics Vidhya

JANUARY 1, 2025

Deep learning GPU benchmarks has revolutionized the way we solve complex problems, from image recognition to natural language processing.

Deep Learning 223

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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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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.

Natural Language Processing 208

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insideBIGDATA

FEBRUARY 15, 2023

The transformer architecture, which was introduced in this paper, is now used in a variety of state-of-the-art models in natural language processing and beyond. Transformers are the basis of the large language models (LLMs) we're seeing today. This paper is a major turning point in deep learning research.

Natural Language Processing 497

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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.

Natural Language Processing 207

Natural Language Processing Machine Learning Machine Learning Analytics 207

insideBIGDATA

DECEMBER 22, 2023

In this contributed article, consultant and thought leader Richard Shan, believes that generative AI holds immense potential to transform information technology, offering innovative solutions for content generation, programming assistance, and natural language processing.

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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.

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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.

Natural Language Processing 312

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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.

Natural Language Processing 306

Natural Language Processing Analytics Analytics AI 306

Analytics Vidhya

AUGUST 25, 2024

This is the beauty of Amazon Alexa, a smart speaker that is driven by Natural Language Processing and Artificial Intelligence. Introduction Sitting in front of a desktop, away from you, is your own personal assistant, she knows the tone of your voice, answers to your questions and is even one step ahead of you.

Natural Language Processing 290

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Analytics Vidhya

APRIL 25, 2024

This innovative blog introduces a user-friendly interface where complex tasks are simplified into plain language queries. Explore the fusion of natural language processing and advanced AI models, transforming intricate tasks into straightforward conversations.

Machine Learning 315

Machine Learning Machine Learning Natural Language Processing Analytics 315

Analytics Vidhya

MAY 29, 2024

Introduction One of the most important tasks in natural language processing is text summarizing, which reduces long texts to brief summaries while maintaining important information.

Natural Language Processing 305

Natural Language Processing Deep Learning Deep Learning Analytics 305

databricks

NOVEMBER 26, 2024

Large language models are revolutionizing how we interact with technology by leveraging advanced natural language processing to perform complex tasks. In recent years.

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Natural Language Processing AI AI Machine Learning 290

Analytics Vidhya

APRIL 19, 2024

Introduction Wayve, a leading artificial intelligence company based in the United Kingdom, introduces Lingo-2, a groundbreaking system that harnesses the power of natural language processing. It integrates vision, language, and action to explain and determine driving behavior.

Natural Language Processing 305

Natural Language Processing Artificial Intelligence Artificial Intelligence Analytics 305

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.

Natural Language Processing 328

Natural Language Processing Artificial Intelligence Artificial Intelligence Analytics 328

Analytics Vidhya

JUNE 16, 2023

Introduction Large Language Models (LLMs) have revolutionized natural language processing, enabling computers to generate human-like text and understand context with unprecedented accuracy. In this article, we shall discuss what will be the future of language models? How LLMs will revolutionise the world?

Natural Language Processing 358

Natural Language Processing Analytics Analytics Artificial Intelligence 358

Machine Learning Mastery

NOVEMBER 4, 2024

Natural language generation (NLG) is an enthralling area of artificial intelligence (AI) , or more specifically of natural language processing (NLP) , aimed at enabling machines to produce human-like text that drives human-machine communication for problem-solving.

Natural Language Processing 296

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Analytics Vidhya

SEPTEMBER 20, 2023

Introduction Diffusion Models have gained significant attention recently, particularly in Natural Language Processing (NLP). Based on the concept of diffusing noise through data, these models have shown remarkable capabilities in various NLP tasks.

Natural Language Processing 357

Natural Language Processing Analytics Analytics Deep Learning 357

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

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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?

Natural Language Processing 317

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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.

Natural Language Processing 348

Natural Language Processing Analytics Analytics Python 348

Analytics Vidhya

OCTOBER 19, 2023

Introduction Step into the forefront of language processing! In a realm where language is an essential link between humanity and technology, the strides made in Natural Language Processing have unlocked some extraordinary heights.

Natural Language Processing 348

Natural Language Processing Analytics Analytics Deep Learning 348

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.

Natural Language Processing 318

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Analytics Vidhya

OCTOBER 12, 2023

Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc., LLMs use deep learning techniques to perform natural language processing tasks.

Database 353

Database Natural Language Processing Deep Learning Deep Learning 353

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.

Natural Language Processing 314

Natural Language Processing Artificial Intelligence Artificial Intelligence Analytics 314

Machine Learning Research at Apple

APRIL 6, 2025

Progress in natural language processing enables more intuitive ways of interacting with technology. For example, many of Apples products and services, including Siri and search, use natural language understanding and generation to enable a fluent and seamless interface experience for users.

Natural Language Processing 162

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Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Generative Artificial Intelligence (AI) models have revolutionized natural language processing (NLP) by producing human-like text and language structures.

Natural Language Processing 343

Natural Language Processing Artificial Intelligence Artificial Intelligence Analytics 343

Analytics Vidhya

OCTOBER 2, 2023

Introduction As AI is taking over the world, Large language models are in huge demand in technology. Large Language Models generate text in a way a human does. They can be used to develop natural language processing (NLP) applications varying from chatbots and text summarizers to translation apps, virtual assistants, etc.

Python 343

Python Natural Language Processing Analytics Analytics 343

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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Machine Learning Research at Apple

APRIL 3, 2025

Large Language Models (LLMs) have transformed natural language processing, but face significant challenges in widespread deployment due to their high runtime cost. In this paper, we introduce SeedLM, a novel post-training compression method that uses seeds of a pseudo-random generator to encode and compress model weights.

Natural Language Processing 324

Natural Language Processing 324

Analytics Vidhya

SEPTEMBER 21, 2023

Introduction Large language models (LLMs) are prominent innovation pillars in the ever-evolving landscape of artificial intelligence. These models, like GPT-3, have showcased impressive natural language processing and content generation capabilities.

Natural Language Processing 341

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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.

Natural Language Processing 306

Natural Language Processing Artificial Intelligence Artificial Intelligence Analytics 306

Analytics Vidhya

SEPTEMBER 27, 2023

Introduction The world of Natural Language Processing is expanding tremendously, especially with the birth of large language models, which have revolutionized this field and made it accessible to everyone.

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