Gabi DobocanforTelepatblog.telepat.io·Nov 17, 2024Unraveling Sentiment Analysis with the IFDHN Model: A Game-Changer for Arabic Sentiment DetectionArxiv: https://aclanthology.org/2024.conll-1.39/ PDF: https://aclanthology.org/2024.conll-1.39.pdf Authors: Yuke Mei, Nan Yan, Shuhao Guan, Cheng Xu, Yang Fang Published: 2024-11-15 Sentiment analysis has emerged as a pivotal task, enabling comp...DiscussArabic Language
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK vs. Hugging Face #6: Sentiment Analysis, Text Classification, and Entity ExtractionSource Code Here: NLTK Codehttps://gist.github.com/7794de461741038e66ee8fbfdd164673.git HuggingFace Code https://gist.github.com/5afd307334b4d7fc0497f2f4585401ce.git Comparison Table Here’s a comparison table summarizing when to use Hugging Face Tra...Discussnltk
WeskillforWeskillweskill.hashnode.dev·Oct 23, 2024Machine Learning for Natural Language ProcessingIntroduction Natural Language Processing (NLP) is a fascinating intersection of computer science, artificial intelligence, and linguistics that allows machines to understand, interpret, and respond to human language. As technology continues to advanc...Discusstext classification
Hirusha Fernandohirushafernando.hashnode.dev·Mar 28, 2024PII Masking With Python Using Machine Learning ModelPII (Personally Identifiable Information) masking is a technique used to hide sensitive data from the public. We can employ a machine learning model for this purpose. Once, in my project, I had to send a text to an LLM (Language Model) and retrieve t...DiscussMachine Learning
Yachay AIyachayai.hashnode.dev·Feb 22, 2024Uncertainty Estimation in TransformersIn our work on text-based geotagging, where many texts lack clear location references, having accurate uncertainty estimation is particularly valuable. In this blog post, we'll dive into different methods of achieving that. To make it easy to follow ...Discuss·107 readsMachine Learning
Steve Kakiwiwalanche.hashnode.dev·Jan 28, 2024Open-Source Prompt-Tuned Encoder for Token ClassificationRelevance in the Current ML Landscape Revolutionizing NLP: Knowledgator's Breakthrough in Encoder-Based Models for Zero-Shot Universal Token Classification In the dynamic realm of Natural Language Processing (NLP), Knowledgator, a pioneering tech ent...Discussmachine learning models
sifoo badsifoobad.hashnode.dev·Nov 29, 2023Tools for Text ClassificationUsing Machine Learning to Reduce Toxicity Online |https://perspectiveapi.com/how-it-works/ Yellowbrick: Machine Learning Visualization (Yellowbrick extends the Scikit-Learn API to make model selection and hyperparameter tuning easier. Under the hoo...Discusstools
sifoo badsifoobad.hashnode.dev·Nov 29, 2023Kaggle for Text ClassificationToxic Comment Classification Challenge (Identify and classify toxic online comments) |https://www.kaggle.com/competitions/jigsaw-toxic-comment-classification-challenge Naive Bayes From Scratch - Sentiment Analysis |https://www.kaggle.com/code/fooe...Discusskaggle
sifoo badsifoobad.hashnode.dev·Nov 29, 2023Blogs for Text ClassificationWhat Is Balanced And Imbalanced Dataset? |https://medium.com/analytics-vidhya/what-is-balance-and-imbalance-dataset-89e8d7f46bc5 A Comprehensive Guide To Feature Engineering with N-Grams For Natural Language Processing |https://www.linkedin.com/pu...DiscussBlogs
sifoo badsifoobad.hashnode.dev·Nov 29, 2023Github for Text ClassificationSentimentAnalysis-Python-Demo Sentiment analysis, with BERT, RNN https://github.com/KwokHing/SentimentAnalysis-Python-Demo Toxic Comment Classification Group Project for MSDS621 Machine Learning at University of San Francisco |https://github.com/...DiscussGitHub
