Found 108 repositories(showing 30)
ZhijingEu
This is a simple ipynb file that strips a VTT (transcript file) that is usually produced together with video recordings from tools such as Microsoft Teams. I also included a PBIX file to show case how these transcripts can be used to run a simple sentiment and key phrase word analysis thru Microsoft PowerBI's Text Analysis features
sumankrsh
n recent years the NLP community has seen many breakthoughs in Natural Language Processing, especially the shift to transfer learning. Models like ELMo, fast.ai's ULMFiT, Transformer and OpenAI's GPT have allowed researchers to achieves state-of-the-art results on multiple benchmarks and provided the community with large pre-trained models with high performance. This shift in NLP is seen as NLP's ImageNet moment, a shift in computer vision a few year ago when lower layers of deep learning networks with million of parameters trained on a specific task can be reused and fine-tuned for other tasks, rather than training new networks from scratch. One of the most biggest milestones in the evolution of NLP recently is the release of Google's BERT, which is described as the beginning of a new era in NLP. In this notebook I'll use the HuggingFace's `transformers` library to fine-tune pretrained BERT model for a classification task. Then I will compare the BERT's performance with a baseline model, in which I use a TF-IDF vectorizer and a Naive Bayes classifier. The `transformers` library help us quickly and efficiently fine-tune the state-of-the-art BERT model and yield an accuracy rate **10%** higher than the baseline model.
Welcome to the Customer Sentiment Analysis project for restaurant reviews! This repository contains tools and resources to analyze customer sentiments expressed in reviews, helping restaurant owners and managers gain valuable insights into customer experiences. The primary focus is on leveraging Natural Language Processing (NLP) techniques to class
nakhimchea
Working with Colabs
bimal-bp
No description available
Sentiment Analysis Using a Language Model(language_model.ipynb) Image Classification Using CNN (image_classification.ipynb)
No description available
bengalikhan95-oss
No description available
Ebin2005
task4_sentiment_analysis.ipynb
sobanjawaid26
student_sentiment_analysis_2.ipynb
pandakitty
An end-to-end Natural Language Processing (NLP) project demonstrating sentiment analysis using Python, NLTK, and scikit-learn on social media data
Venkatesh8477
This project performs sentiment analysis on social media text using NLP and Machine Learning. A real Twitter dataset (Sentiment140) is used to classify tweets as positive or negative.
Mannan05
No description available
Meghana19042005
No description available
vishnurocky2488-ai
A brief summary explaining what sentiment analysis is and the specific goal of your project
Babstoonday9
No description available
suri199507
No description available
vundekoderashmita
No description available
susruthagandham
No description available
Khushi6376
No description available
kella-swarna
No description available
Aftab0701
No description available
psakshi2402-hub
Trader Performance vs Market Sentiment Analysis - Primetrade.ai Assignment
Shouvik008
_Zomato Restaurant Clustering And Sentiments Analysis.ipynb
ajeetranaut
No description available
bkhajidmaa7-art
No description available
khushi0077
No description available
Nadeemhussain748
No description available
psakshi2402-hub
No description available
purohitsmit39
No description available