IEEE

Annotation Guideline-Based Knowledge Augmentation: Toward Enhancing Large Language Models for Educational Text Classification

Abstract: Automated classification of learner-generated text to identify behavior, emotion, and cognition indicators, collectively known as learning engagement classification (LEC), has received ...
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 ...
GitHub

Question: using an S-class TXT "tension field" as a high-pressure context for Toolathlon agents?

Hi Toolathlon team, thanks for creating this benchmark. I like that it focuses on real multi-step tool use instead of single-turn toy calls. I have been exploring a related idea from a different angle ...
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 ...