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Projects in Awesome Lists tagged with extractive-summarization

A curated list of projects in awesome lists tagged with extractive-summarization .

https://github.com/dmmiller612/bert-extractive-summarizer

Easy to use extractive text summarization with BERT

bert coreference extractive-summarization pytorch

Last synced: 14 May 2025

https://github.com/HHousen/TransformerSum

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

albert automatic-summarization bert distilbert extractive-summarization machine-learning pytorch-lightning roberta summarization summarization-dataset text-summarization transformer-models

Last synced: 29 Apr 2025

https://github.com/Hellisotherpeople/CX_DB8

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

contextual-summarization cuda debate-evidence embeddings extractive-summarization flair python semantic-search semantic-summarization summarization summarizer token-level-summarization universal-sentence-encoder

Last synced: 22 Nov 2024

https://github.com/santosh-gupta/scientificsummarizationdatasets

Datasets I have created for scientific summarization, and a trained BertSum model

bert bertsum dataset extractive-summarization pointer-generator summarization tensor2tensor transformer

Last synced: 30 Apr 2025

https://github.com/OpenSUM/CPSUM

Code and Data Repo for COLING'22 paper "Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization"

extractive-summarization nlp semi-supervised-learning

Last synced: 09 May 2025

https://github.com/ianarawjo/chatgpt-extractive-shortener

Shortens a paragraph of text with ChatGPT, using successive rounds of word-level extractive summarization.

chatgpt editing-support extractive-summarization nlp shortener

Last synced: 14 Apr 2025

https://github.com/codeasarjun/docbuddy

DocBuddy is a Flask web app that lets users upload and interact with PDF files by summarizing content, suggesting keywords, and providing a basic Q&A feature, all through an intuitive interface.

abstrative-text-summarization documentation-tool end-to-end-machine-learning end-to-end-project extractive-question-answering extractive-summarization natural-language-processing natural-language-understanding naturallanguageprocessing nlp nlp-machine-learning question-answering summarization textsummarization tfidf

Last synced: 16 Mar 2025

https://github.com/farrelad/simple-extractive-text-summarization

A simple project extractive text summarization that can extract meaningful information from a collection of document 📄. Use technique TF-IDF vectorization and cosine similarity

cosine-similarity extractive-summarization natural-language-processing text-summarization tf-idf

Last synced: 30 Mar 2025

https://github.com/nikhilchaudhary1/text-summarizer

A Python-based application for summarizing text using Extractive (TF-IDF) and Abstractive (T5 Transformer) techniques. Features an intuitive Streamlit UI for seamless interaction. Simply paste your text, choose a summarization type, and get concise summaries instantly!

abstractive-summarization extractive-summarization huggingface-transformers nltk python-nlp streamlit text-summarizer

Last synced: 29 Mar 2025