How natural language processing and AI can help policymakers address global food insecurity

NLP offers powerful opportunities to support the UN Sustainable Development Goals (SDGs)—including SDG2 (Zero Hunger). In the ...
IEEE

A Novel Approach for Mitigating Class Imbalance in Arabic Text Classification

Abstract: Natural language processing (NLP) has become somewhat well-known because of its many uses; deep neural networks have driven major developments. Still, there are difficulties, especially in ...
IEEE

Advancing Deep-Learning in NLP: From Network Logs to Text Classification

Abstract: This PhD Symposium Paper explores deep-learning based sequential modeling methods for textual data by investigating two applications: network security log analysis and financial forecasting.
GitHub

NLP Classification on 20newsgroups (sklearn_20newsgroups)

This project turns raw text into TF‑IDF features (uni-grams + bi-grams) and trains a linear SVM. The baseline predicts the most frequent class; the tuned model captures discriminative terms across ...