Analytics Vidhya

NOVEMBER 7, 2022

So, the task of emotion analysis of online texts is crucial in Natural Language Processing. Introduction With the rapid growth of social network platforms, more and more people tend to share their experiences and emotions online. Sometimes, it is also important to know the cause of the observed emotion.

NLP 397

NLP Natural Language Processing 397

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 Natural Language Processing AI Modeling Prompt Engineering 315

Analytics Vidhya

MARCH 24, 2023

The world of artificial intelligence and natural language processing is continuously evolving, with innovative language models being developed to better understand and interact with human language. Two such language models are Baidu’s Ernie Bot and OpenAI’s ChatGPT.

Natural Language Processing 348

Natural Language Processing ChatGPT Artificial Intelligence Artificial Intelligence 348

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

Natural Language Processing NLP Python 312

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 Large Language Models NLP LLM 306

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 NLP Python 305

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 Explainability 305

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

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.

NLP 290

NLP Natural Language Processing Artificial Intelligence Artificial Intelligence 290

Analytics Vidhya

AUGUST 29, 2022

Introduction Natural language processing (NLP) is the branch of computer science and, more specifically, the domain of artificial intelligence (AI) that focuses on providing computers the ability to understand written and spoken language in a way similar to that of humans. Combining computational linguistics […].

NLP 400

NLP Computational Linguistics Natural Language Processing Artificial Intelligence 400

Analytics Vidhya

AUGUST 9, 2022

The model for natural language processing is called Minerva. Recently, experimenters have developed a very sophisticated natural language […]. The post Minerva – Google’s Language Model for Quantitative Reasoning appeared first on Analytics Vidhya.

Neural Network 399

Neural Network Natural Language Processing Data Science Machine Learning 399

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

MAY 29, 2022

Introduction Natural Language processing is one of the advanced fields of artificial intelligence which makes the systems understand and process the human language. This article was published as a part of the Data Science Blogathon. In today’s article, we’re […].

Chatbots 390

Chatbots Python Natural Language Processing NLP 390

Analytics Vidhya

JULY 27, 2022

Introduction The other day, I was reading “Natural Language Processing with Transformers” a book authored by Lewis Tunstall, Leandro von Werra, and Thomas Wolf. This article was published as a part of the Data Science Blogathon. This topic also included excerpts […].

Natural Language Processing 382

Natural Language Processing Data Science Python Machine Learning 382

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

NOVEMBER 22, 2022

Source: Arxiv|Search Engine Journal Introduction As it is common knowledge that natural language processing is one of the most popular and competitive in the current global IT sector. This article was published as a part of the Data Science Blogathon.

NLP 380

NLP Natural Language Processing Data Science Python 380

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

Natural Language Processing NLP Deep Learning BERT 346

Analytics Vidhya

JUNE 28, 2023

Introduction Natural language processing has been a field with affluent areas of implementation using underlying technologies and techniques. In recent years, and especially since the start of 2022, Natural Language Processing (NLP) and Generative AI have experienced improvements.

Prompt Engineering 317

Prompt Engineering Prompt Engineer Natural Language Processing NLP 317

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

JANUARY 24, 2024

However, in 2018, the “Universal Language Model Fine-tuning for Text Classification” paper changed the entire landscape of Natural Language Processing (NLP). In the old days, transfer learning was a concept mostly used in deep learning. This paper explored models using fine-tuning and transfer learning.

Automation 336

Automation Natural Language Processing Large Language Models Deep Learning 336

Analytics Vidhya

FEBRUARY 27, 2024

Introduction Large language models (LLMs) are increasingly becoming powerful tools for understanding and generating human language. These models have achieved state-of-the-art results on different natural language processing tasks, including text summarization, machine translation, question answering, and dialogue generation.

LLM 329

LLM Large Language Models Natural Language Processing BERT 329

Analytics Vidhya

APRIL 20, 2024

LLM development has accelerated in recent years, leading to widespread use in tasks like complex data analysis and natural language processing. These complex algorithms enhance human capabilities and promote efficiency and creativity across various sectors.

LLM 328

LLM Large Language Models Natural Language Processing Data Analysis 328

Analytics Vidhya

DECEMBER 25, 2023

OpenAI’s ChatGPT stands out as a trailblazer in natural language processing, reshaping the landscape of human-AI interaction and setting new standards in the field. Introduction As technology advances, there is a growing demand for more sophisticated and versatile artificial intelligence (AI) models.

ChatGPT 328

ChatGPT Natural Language Processing Artificial Intelligence Artificial Intelligence 328

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.

ChatGPT 327

ChatGPT Natural Language Processing Artificial Intelligence Artificial Intelligence 327

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.

Natural Language Processing 327

Natural Language Processing Computer Vision NLP Machine Learning 327

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).

Large Language Models 326

Large Language Models Natural Language Processing NLP AI Modeling 326

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?

Large Language Models 358

Large Language Models Natural Language Processing Generative AI Artificial Intelligence 358

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.

NLP 357

NLP Natural Language Processing Deep Learning 357

Analytics Vidhya

DECEMBER 10, 2022

These fascinating conversational bots use Natural Language Understanding to understand the inputs. NLU is a subset of Natural Language Processing that enables the machine to understand the natural language (text/audio). NLU is a critical component in most […].

Artificial Intelligence 357

Artificial Intelligence Artificial Intelligence ChatGPT Natural Language Processing 357

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

DECEMBER 26, 2023

The paper, titled “LLM in a Flash: Efficient Large Language Model Inference with Limited Memory,” unveils an unconventional approach that could reshape the landscape of natural language processing on devices with […] The post LLM in a Flash: Efficient Inference with Limited Memory appeared first on Analytics Vidhya.

LLM 325

LLM Large Language Models Natural Language Processing Artificial Intelligence 325

Analytics Vidhya

JANUARY 28, 2024

Introduction In the realm of natural language processing (NLP) technology, we encounter different models serving distinct purposes. There are both free and paid models available. In the paid section, the OpenAI Library provides a range of models, all of which are grounded in the transformer architecture.

Chatbots 325

Chatbots Natural Language Processing NLP OpenAI 325

Analytics Vidhya

DECEMBER 25, 2023

Combining the strengths of computer vision and Natural Language Processing (NLP), multimodal models open up new possibilities for machines to interact with the environment in a more human-like manner. Introduction Welcome to the fascinating world of Multimodal Models! In this […] The post What are Multimodal Models?

Natural Language Processing 320

Natural Language Processing Computer Vision NLP Data Science 320

Analytics Vidhya

MARCH 5, 2024

Introduction ChatGPT, powered by OpenAI, has revolutionized online conversations by providing a natural language processing interface. To further enhance user experience and functionality, developers have created a variety of plugins that seamlessly integrate with ChatGPT.

ChatGPT 319

ChatGPT Natural Language Processing OpenAI Deep Learning 319

Analytics Vidhya

MARCH 21, 2024

In today’s rapidly evolving digital landscape, natural language processing (NLP) technologies like ChatGPT have become integral parts of our daily lives. From customer service chatbots to smart assistants, these AI-powered systems are revolutionizing how we interact with technology.

Prompt Engineering 319

Prompt Engineering Prompt Engineer ChatGPT Natural Language Processing 319

Analytics Vidhya

OCTOBER 17, 2024

These models have significantly impacted human life, from understanding and generating text based on input to significantly striding in natural language processing. So far, various models have served distinct purposes in artificial intelligence.

Natural Language Processing 290

Natural Language Processing Artificial Intelligence Artificial Intelligence AI 290

Analytics Vidhya

JANUARY 30, 2024

Introduction Large Language Models (LLMs) have revolutionized the field of natural language processing, enabling machines to generate human-like text and engage in conversations. However, these powerful models are not immune to vulnerabilities.

ChatGPT 318

ChatGPT Natural Language Processing Large Language Models Deep Learning 318