A project demonstrating the use of Large Language Models (LLMs) for text classification using the RoBERTa model.

Projekt u sklopu predmeta Obrada prirodnog jezika

A web application built using the Django framework that allows users to analyze the sentiment of text inputs, providing insights into the emotional tone and polarity of the content.

Transformers 3rd Edition

Get a better understanding on Amazon reviews overall sentiment for food goods group (April, 2024)

This project explores the foundational concepts of ML, NLP, and model optimization to develop an efficient and user-friendly healthcare solution.

This repository houses three fine-tuned machine learning models for NLP tasks: Text Emotion Recognition, Sentiment Analysis, and Cyberbullying Detection.

Compute RoBERTa embeddings in PHP using ONNX framework.

This repository contains assignments, the final course project, and the project work assigned for the Natural Language Processing (NLP) course within the Artificial Intelligence Master's program.

A Streamlit chatbot app, providing interactive Q&A on Streamlit updates and more, with easy setup for local and EC2 deployment.

GPT and BERT on Sentiment analysis

This repository contains the code and resources for building a language understanding and question answering system using the Jeopardy! dataset. The project aims to train a language understanding model to extract meaning from open-ended questions and leverage that understanding to answer the questions using a dedicated QA system.

This Repository contains Sentiment Analysis of Amazon Product Reviews using VADER and roBERTa on the following Dataset; https://www.kaggle.com/datasets/snap/amazon-fine-food-reviews

This repository implements a question-answering system using Gradio's lower-level API, featuring two input fields for context and user questions. The system utilizes the deepset/roberta-base-squad2 model and provides a user-friendly interface for model interaction.

NLP (Natural Language Processing)

Welcome to our RoBERTa Sentiment Analysis project! In this repository, we explore the world of Natural Language Processing (NLP) by fine-tuning a RoBERTa Transformer for sentiment analysis.