python semantic natural-language-processing sentiment-analysis text-classification clustering pattern natural-language scikit-learn sentiment spacy nltk text-summarization gensim stanford-nlp ...

This research paper focuses on the fine-tuning of Pegasus model, a text summarization transformer sequence to sequence model. Drawing from large-scale pre-training and then fine-tuning in the ...

Extractive text summarization using spaCy (en_core_web_sm) with a clean Streamlit frontend. Fast, lightweight, and perfect for demos — paste text or upload documents to get concise summaries.

Automatic text summarization has been a prominent research topic for over a decade, aiming to distill concise summaries from extensive textual documents. This study introduces a novel approach ...