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Projects in Awesome Lists tagged with roberta-model

A curated list of projects in awesome lists tagged with roberta-model .

https://github.com/Denis2054/Transformers-for-NLP-2nd-Edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

bert chatgpt chatgpt-api dall-e dall-e-api deep-learning gpt-3-5-turbo gpt-4 gpt-4-api huggingface-transformers machine-learning natural-language-processing nlp openai python pytorch roberta-model transformers trax

Last synced: 12 Mar 2025

https://github.com/denis2054/transformers-for-nlp-2nd-edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

bert chatgpt chatgpt-api dall-e dall-e-api deep-learning gpt-3-5-turbo gpt-4 gpt-4-api huggingface-transformers machine-learning natural-language-processing nlp openai python pytorch roberta-model transformers trax

Last synced: 20 Apr 2025

https://github.com/declare-lab/cicero

The purpose of this repository is to introduce new dialogue-level commonsense inference datasets and tasks. We chose dialogues as the data source because dialogues are known to be complex and rich in commonsense.

commonsense-reasoning dialogue-systems roberta-model seq2seq transformers

Last synced: 14 Apr 2025

https://github.com/abhilash1910/clustertransformer

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

albert bert-embeddings clustering distilbert embeddings pytorch pytorch-implementation roberta-model transformer

Last synced: 31 Jul 2025

https://github.com/jiangnanboy/text_security_audit

text security audit 安全审核-语义模型过滤 敏感内容检测系统

java onnxruntime roberta-model text-security-audit

Last synced: 16 Jan 2026

https://github.com/louisbrulenaudet/lemone-embed

All-in-one repo for the Lemone-embed project, a series of fine-tuned embedding models for Tax retrieval augmented generation (RAG).

e5 embedding-models embeddings fine-tuning huggingface lemone lemone-embed open-source rag roberta roberta-model sentence-transformers similarity-search tax taxation

Last synced: 22 Apr 2025

https://github.com/deepmancer/roberta-adapter-fine-tuning

Fine-tuning a RoBERTa model for sentiment analysis on the IMDB movie reviews dataset using the Adapter method and PyTorch Transformers

adapter-finetuning bert huggingface imdb-dataset llm pytorch roberta roberta-model sentiment-analysis sentiment-classification transformers

Last synced: 01 Apr 2025

https://github.com/edwinrlambert/sentiment-analysis-using-flask

A Flask-based web application that leverages advanced Machine Learning techniques to analyze sentiment in text inputs or web articles. The app utilizes the Hugging Face's Transformers library, a pre-trained RoBERTa model, and provides intuitive results using radar charts.

flask flask-application python roberta-model sentiment-analysis

Last synced: 09 Apr 2025

https://github.com/walidbosso/roberta_fine_tuning_sentiment_analysis

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.

bert classification fine-tuning huggingface machine machine-learning movies-reviews neural-network nlp-machine-learning numpy pandas pytorch roberta roberta-model roberta-tokenizer sentiment-analysis transformer

Last synced: 19 Apr 2026

https://github.com/jay1194/inboxgeniusai

InboxGeniusAI is an AI-driven email management tool that automatically categorizes emails, prioritizes important ones, and provides summaries and follow-up reminders. It includes sentiment analysis, voice search, and a personalized dashboard, adapting to user behavior for a streamlined inbox experience.

ai apollo-graphql auth2-client gmail-api google-api graphql jwt-token mern-stack mongodb-atlas mongoose natural-language-processing restful-api roberta-model

Last synced: 11 May 2026

https://github.com/spear97/sentiment-analysis-django

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.

artificial-intelligence-projects django django-application full-stack-web-development fullstack-development nlp-machine-learning python roberta-model sentiment-analysis

Last synced: 23 Mar 2025

https://github.com/shwetapardhi/project--sentiment_analysis

# Project--Sentiment_Analysis Developed Python script to extract comments data from Amazon and Official site. Performed NLP based Tokenization, Lemmatization, vectorization and processed data in Machine understandable language Have used VADERS, ROBERTA and BERT models to find the sentiment of the reviews and used the ratings on the source to chec

bert python roberta-model textblob vaders

Last synced: 15 May 2026

https://github.com/soumyagautam/text-similarity

Software based on flask, used to check the most similar texts out of a list.

bert bert-model flask flask-application roberta roberta-model software text text-similarity

Last synced: 26 Oct 2025

https://github.com/anurima-saha/text-classification

Wine reviews used to determine the type of wine training on imbalanced data using classification algorithms like SVM, Naive Bayes and Random Forest Classifier. Neural Network (CNN, RNN and LSTM) and LLM models (DistilBERT and RoBERTa) were also used followed by error analysis using SHAP.

distill-bert llm llm-finetuning naive-bayes-classifier random-forest-classifier rnn-pytorch roberta-model shapley-value svm-classifier text-classification transfer-learning

Last synced: 28 Jan 2026

https://github.com/sambhu431/multifunctional-chatbot-fine-tuned-using-roberta-bart-transformers

The project contains code and resources for a sophisticated AI-driven chatbot designed to provide accurate, context-aware responses. It uses RoBerta and BART Transformers and advance NLP techniques. The chatbot is capable of handling a wide range of domains such as healthcare , finance , etc..

bart bart-model chatbot cosine-similarity finance-chatbot flask-web healthcare-chatbot mysql-database nlp roberta roberta-model sentence-transformers sentimen sql textblob transformer

Last synced: 20 Apr 2026

https://github.com/abhishekverma276/sentilyze

Sentilyze aims to analyze sentiment in text from social media, news, and websites. Real-time analysis, granular classification, customizable settings.

chrome-extension machine-learning nlp python roberta-model sentiment-analysis

Last synced: 17 Apr 2026

https://github.com/centre-for-humanities-computing/literary_evocation

Contains data of the Ficiton4 corpus and for our experiment on literary sentiment evocation

implicitness literary-analysis literary-language roberta-model sentiment-analysis

Last synced: 19 Jun 2026

https://github.com/samuela31/sanskrit-manuscripts-revival-using-deep-learning-techniques

Restoring destroyed text in ancient Sanskrit manuscripts by predicting missing text using deep learning techniques. Mini project done in 3rd year of college using RoBERTa LLM, Tesseract OCR, and OpenCV.

hugging-face huggingface huggingface-datasets huggingface-transformers jupyter-notebook llm manuscripts-restoration mlm ocr ocr-python opencv restoration roberta roberta-fine-tuning roberta-model sanskrit sanskrit-manuscripts tesseract tesseract-ocr

Last synced: 15 May 2026

https://github.com/hiresh9/sentiment-analysis

Sentiment Analysis is a natural language processing (NLP) technique used to determine the sentiment expressed in a piece of text. The goal is to analyze and categorize the emotions conveyed by the text, typically into categories such as positive, negative, or neutral. This process can help businesses understand customer opinions

huggingface-transformers python roberta-model vader-sentiment-analysis

Last synced: 17 May 2026

https://github.com/ritwika-das-gupta/disease-diagnosis-chatbot

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

fine-tuning machine-learning nlp roberta-model xlm-roberta xml

Last synced: 18 Mar 2025

https://github.com/majajuri/nlp_emoji_recommendation

Projekt u sklopu predmeta Obrada prirodnog jezika

bert-model deep-learning llama machine-learning nlp phi2 roberta-model

Last synced: 20 May 2026

https://github.com/sayande01/amazon_review_sentiment_analysis

This project is a tutorial on sentiment analysis in Python, using two approaches: VADER and the transformer-based RoBERTa model from Hugging Face. The Jupyter Notebook guides you through data preprocessing, model implementation, and result interpretation, showcasing traditional and advanced NLP techniques for sentiment analysis.

nltk roberta-model transformer vader-sentiment-analysis

Last synced: 06 Apr 2025

https://github.com/mohammad95labbaf/transformersentimentanalysis

Sentiment analysis on tweets using transformer models like BERT, RoBERTa, DistilBERT, ALBERT, and XLNet with evaluation metrics.

albert bert bert-model distilbert large-language-model large-language-models llm roberta roberta-model sentiment sentiment-analysis sentiment-classification transformer transformers xlnet

Last synced: 17 Dec 2025

https://github.com/hs094/sciatica

Sciatica is a powerful semantic search engine designed for academic literature exploration. This tool leverages cutting-edge transformer models to deliver precise and contextually relevant search results.

albert-model bert-model deep-learning information-retrieval machine-learning nlp research-tools roberta-model specter-model streamlit-webapp transformer-models

Last synced: 03 Jan 2026

https://github.com/bayunova28/mental_health_sentiment_analysis

This repository contains about my personal learning project about sentiment analysis using Simple Transformers BERT model

albert-model bert-model distilbert-model mental-health natural-language-processing roberta-model sentiment-analysis simple-transformers text-classification

Last synced: 01 Aug 2025

https://github.com/harmanveer-2546/sentiment-analysis-of-amazon-fine-food

For this project, machine learning algorithms are used on amazon fine food reviews dataset to analyze if the given review is a positive review or a negative review.

mathplotlib nlp-machine-learning ntlk numpy pandas pipeline python roberta-model seaborn transformer vader-sentiment-analysis

Last synced: 09 Apr 2026

https://github.com/anurima-saha/yelp_review_classification_with_roberta

Project begins with webscrapping Yelp reviews and rating with 'BeautifulSoup' in Python, followed by Natural Language Processing (text cleaning, removing stopwords, tokenization and lemmatization) using 'NLTK'. RoBERTa from 'HuggingFace' has been fine-tuned for text classification with early stopping and regularization using Pytorch.

beautifulsoup4 deep-learning early-stopping fine-tuning huggingface-transformers large-language-model natural-language-processing nltk-python pytorch roberta-model roberta-tokenizer webscapping

Last synced: 06 May 2026

https://github.com/oscarhdezm1988/sf-campaign-dashboard

A full data pipeline and analytics dashboard designed to help political campaigns understand voter sentiment in real time. Features include: Reddit data collection, NLP preprocessing, transformer sentiment models, weekly trend detection, issue prioritization scoring, and an interactive Streamlit interface for strategic insights.

dashboard data-analytics data-science elections nlp-machine-learning pipeline political political-science python reddit-api reddit-sentiment-analysis roberta-model san-francisco-bay sentiment-analysis streamlit transformers visualization

Last synced: 19 Apr 2026

https://github.com/keneandita/moods-and-morsels

A Python NLP project comparing rule-based sentiment classification with VADER and transformer-based models from 🤗 Huggingface. This project analyzes Amazon customer reviews to evaluate sentiment classification performance across traditional and deep learning approaches.

amazon-food-reviews nlp roberta-model sentiment-analysis vander-model

Last synced: 03 Jul 2025

https://github.com/delarosajav/tw-roberta-base-sentiment-ft-v2

This model is a second fine-tuned version of cardiffnlp/twitter-roberta-base-sentiment, trained on the Sp1786/multiclass-sentiment-analysis-dataset. It builds on the first iteration by incorporating optimized techniques.

content-moderation english fine-tuning nlp nlp-machine-learning pytorch roberta-model sentiment-analysis sentiment-classification social-media-analysis text-classification transformers trend-analysis

Last synced: 30 Apr 2026