Machine Learning Project to Compare and Evaluate Text Summarization Algorithms Using SpaCy, NLTK, Gensim, and Sumy.
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Feb 12, 2026 - HTML
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text-summariser
Here are 11 public repositories matching this topic...
Generates summaries from texts - Wikipedia, Textbox and PDF.
nlp natural-language-processing nltk text-summarization huggingface huggingface-transformers text-summariser
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Jan 12, 2026 - Python
Shortens the paragraph depending on the given keywords using Levenshtein distance
shortener levenshtein levenshtein-distance keywords text-summarization summarization summarizer levenshtein-algorithm text-summarizer levenshtein-string-distance text-shortener text-summariser paragraph-shortener
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Sep 20, 2020 - Python
This is a full-featured summarization pipeline that processes "ted_talks" transcripts or any of your choice into concise summaries using state-of-the-art NLP models. The app is designed with a modular architecture and supports multiple interfaces, including a UI, API, and CLI, for maximum flexibility and usability.
nlp opensource pipeline end-to-end transformers datascience text-summarization summarization machinelearning text-summarizer fastapi huggingface text-summariser
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Dec 27, 2024 - Jupyter Notebook
Python package for extractive text summarization using centroid distance
python python3 nltk text-summarization gensim extractive-summarization text-summarizer text-summarisation text-summariser extractive-summarisation
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May 28, 2023 - Python
Summarises text for articles in Hindi and compares a custom TF-IDF algorithm with the baseline
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Nov 25, 2020 - Jupyter Notebook
The NLP Text Summarizer uses Natural Language Processing techniques to generate concise summaries of text documents, supporting both extractive and abstractive methods.
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Aug 17, 2024 - Python
Text summarization based on SVD & NMF
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Jan 3, 2024 - Jupyter Notebook
A simple implementation and UI of Summary Transformer models. Specifically The pszemraj/led-large-book-summary
gui transformers text-summarization summarization gradio text-summarizer text-summarisation text-summariser gradio-interface
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Apr 28, 2023 - Python
An application to get text summary of a large article or text using NLP
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Oct 2, 2020 - Python
Simple text summariser using NLTK in python
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Sep 27, 2020 - Jupyter Notebook
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