Gabi Dobocanblog.telepat.io·Dec 5, 2024Bridging Language Barriers: Advancing English-Hindi Code-Mixed Text ClassificationDecoding the Main Claims In the fascinating realm of machine learning and natural language processing (NLP), one distinct challenge is handling code-mixed language data effectively. The paper "Translate And Classify: Improving Sequence Level Classifi...Albert
Gabi Dobocanblog.telepat.io·Dec 5, 2024Unlocking BERT's Potential with Active Learning: Practical Applications and InsightsActive Learning: Enhancing BERT's Efficiency for Real-World Text Classification Text classification, a vital task in natural language processing (NLP), faces significant challenges like class imbalance and the scarcity of labeled data, often critical...Active Learning
Gabi Dobocanblog.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...Arabic Language
Anix Lynchgozeroshot.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...nltk
Weskillweskill.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...text 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...Machine 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 ...112 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...machine 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...tools
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...kaggle
