GitHub

Netflix Reviews Sentiment Analysis

This project analyzes a Netflix reviews dataset sourced from Kaggle, containing 122,192 records from May 2018 to December 2024. The goal of the project is twofold: Time Series Analysis: Investigate ...
IEEE

Comparative Analysis of Traditional and Modern NLP Techniques on the CoLA Dataset: From POS Tagging to Large Language Models

Abstract: The task of classifying linguistic acceptability, exemplified by the CoLA (Corpus of Linguistic Acceptability) dataset, poses unique challenges for natural language processing (NLP) models.
IEEE

A Machine Learning-Sentiment Analysis on Monkeypox Outbreak: An Extensive Dataset to Show the Polarity of Public Opinion From Twitter Tweets

Abstract: Research on sentiment analysis has proven to be very useful in public health, particularly in analyzing infectious diseases. As the world recovers from the onslaught of the COVID-19 pandemic ...
Analytics India Magazine

What is cosine similarity and how is it used in machine learning?

This article explains the concept of cosine similarity and how it is used as a metric for evaluation of data points in various applications. Cosine similarity measures the angle between two vectors to ...
GitHub

Okapi-BM25 Scikit-learn Implementation

This repository provides an implementation of the Okapi BM25 algorithm following the scikit-learn API standards. This implementation can be used in the same way as TfidfVectorizer or CountVectorizer.