Analytics Vidhya

FEBRUARY 2, 2023

Building a chatbot can be a fun and educational project to help you gain practical skills in NLP and programming. This beginner’s guide will go over the steps to build a simple chatbot using NLP techniques. In this guide, […] The post How to Build a Chatbot using Natural Language Processing?

Natural Language Processing 360

Natural Language Processing Chatbots NLP Automation 360

Analytics Vidhya

OCTOBER 19, 2022

The post Natural Language Processing to Detect Spam Messages appeared first on Analytics Vidhya. To detect spam users, we can use traditional machine learning algorithms that use information from users’ tweets, demographics, shared URLs, and social connections as features. […].

Natural Language Processing 397

Natural Language Processing Data Science Machine Learning Algorithm 397

Analytics Vidhya

DECEMBER 3, 2021

The post Creating ChatBot Using Natural Language Processing in Python appeared first on Analytics Vidhya. Can you recall the last time you interacted with customer service? There’s a chance you were contacted by a bot rather than human customer support professional. We […].

Natural Language Processing 400

Natural Language Processing Chatbots Python Data Science 400

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.

NLP 400

NLP Computational Linguistics Natural Language Processing Artificial Intelligence 400

Analytics Vidhya

NOVEMBER 7, 2022

So, the task of emotion analysis of online texts is crucial in Natural Language Processing. The post A Brief Guide to Emotion Cause Pair Extraction in NLP appeared first on Analytics Vidhya. Sometimes, it is also important to know the cause of the observed emotion. You may be wondering why we […].

NLP 397

NLP Natural Language Processing 397

Analytics Vidhya

SEPTEMBER 21, 2022

Introduction As everyone knows, natural language processing is one of the most competitive and hot fields in today’s global tech sector. Candidates with good Natural Language Processing skills are sought after by all the large corporations and growing start-ups.

NLP 360

NLP Natural Language Processing Data Science Python 360

Analytics Vidhya

JANUARY 17, 2022

Introduction A few days ago, I came across a question on “Quora” that boiled down to: “How can I learn Natural Language Processing in just only four months?” The post Roadmap to Master NLP in 2022 appeared first on Analytics Vidhya. ” Then I began to write a brief response.

NLP 400

NLP Natural Language Processing Data Science Neural Network 400

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. The post A Comprehensive Guide for Interview Questions on Classical NLP appeared first on Analytics Vidhya.

NLP 380

NLP Natural Language Processing Data Science Python 380

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

AUGUST 25, 2024

This is the beauty of Amazon Alexa, a smart speaker that is driven by Natural Language Processing and Artificial Intelligence. But […] The post How Amazon Alexa Works Using NLP appeared first on Analytics Vidhya.

NLP 290

NLP Natural Language Processing Artificial Intelligence Artificial Intelligence 290

Analytics Vidhya

SEPTEMBER 13, 2022

Introduction Natural language processing is one of the most widely used skills at the enterprise level as it can deal with non-numeric data. Still, we as humans communicate in our native languages (English as a […]. This article was published as a part of the Data Science Blogathon.

NLP 360

NLP Natural Language Processing Data Science Python 360

Analytics Vidhya

SEPTEMBER 13, 2023

Introduction In an increasingly digital world, the ability for computers to understand and communicate in human language has become a transformative force. Natural Language Processing (NLP) Engineers are the driving force behind this transformation. Career Roadmap 2023 appeared first on Analytics Vidhya.

NLP 336

NLP Natural Language Processing 336

Analytics Vidhya

DECEMBER 13, 2023

Introduction The year 2023 witnessed groundbreaking advancements in Natural Language Processing (NLP) with the rise of powerful language models like Bard, Gemini, and ChatGPT.

NLP 318

NLP Natural Language Processing ChatGPT AI 318

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.

BERT 208

BERT Natural Language Processing Large Language Models NLP 208

Analytics Vidhya

OCTOBER 16, 2023

Introduction Fine-tuning a natural language processing (NLP) model entails altering the model’s hyperparameters and architecture and typically adjusting the dataset to enhance the model’s performance on a given task.

NLP 342

NLP Natural Language Processing Deep Learning Machine Learning 342

Analytics Vidhya

MAY 30, 2022

Introduction on NLP Preprocessing Hello friends, In this article, we will discuss text preprocessing techniques used in NLP. The post NLP Preprocessing Steps in Easy Way appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

NLP 386

NLP Machine Learning Data Science Natural Language Processing 386

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 BERT NLP Machine Learning 207

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.

Generative AI 331

Generative AI Big Data Natural Language Processing AI 331

Analytics Vidhya

JUNE 19, 2023

We will attempt to build an NLP-driven system that automatically condenses Glassdoor reviews into insightful summaries to address this. […] The post Decoding Glassdoor: NLP-driven Insights for Informed Decisions appeared first on Analytics Vidhya. However, the abundance of reviews can overwhelm job seekers.

NLP 352

NLP Natural Language Processing Python Machine Learning 352

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

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.

Chatbots 292

Chatbots Natural Language Processing Machine Learning Automation 292

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

DECEMBER 21, 2021

It is an integral tool in Natural Language Processing (NLP) used for varied tasks like spam and non-spam email classification, sentiment analysis of movie reviews, detection of hate speech in social […]. The post Intent Classification with Convolutional Neural Networks appeared first on Analytics Vidhya.

Convolutional Neural Networks 400

Convolutional Neural Networks Neural Network Natural Language Processing NLP 400

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

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

Deep Learning Natural Language Processing NLP 223

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. The main use-case of NLP can be seen in chatbot development, spam classification, and text summarization.

Chatbots 390

Chatbots Python Natural Language Processing NLP 390

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. It leverages the power of NLP techniques to analyze the customer's tone, level of urgency, and intent.

Data Ingestion 222

Data Ingestion AI AI Natural Language Processing 222

Unite.AI

JUNE 6, 2023

AutoGPT can gather task-related information from the internet using a combination of advanced methods for Natural Language Processing (NLP) and autonomous AI agents. 3 Major Benefits of AutoGPT & How It Supercharges NLP? Let’s give a comprehensive overview of AutoGPT and discuss its fundamental features.

NLP 355

NLP Natural Language Processing AI AI 355

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 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

Unite.AI

DECEMBER 7, 2024

These innovative platforms combine advanced AI and natural language processing (NLP) with practical features to help brands succeed in digital marketing, offering everything from real-time safety monitoring to sophisticated creator verification systems.

AI Tools 278

AI Tools Automation Algorithm NLP 278

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

MARCH 17, 2025

Word embeddings for Indic languages like Hindi are crucial for advancing Natural Language Processing (NLP) tasks such as machine translation, question answering, and information retrieval. These embeddings capture semantic properties of words, enabling more accurate and context-aware NLP applications.

Natural Language Processing 125

Natural Language Processing NLP Generative AI AI 125

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 Engineer 317

Prompt Engineer Prompt Engineering Natural Language Processing NLP 317

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

MAY 27, 2024

Introduction Text summarization is an essential part of natural language processing (NLP) that tries to shorten enormous amounts of text and make more readable summaries while retaining crucial information.

Natural Language Processing 317

Natural Language Processing NLP 317