1. Introduction Fake news has become a pressing issue in today’s digital world, with false information spreading rapidly across social media platforms. Identifying and mitigating the effects of fake news is crucial for maintaining an informed society...
Decoding 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...
Active 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...
Arxiv: 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...
Source 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...
Introduction 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...
PII (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...
In 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 ...
Relevance 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...
Using 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...
