text-summarisation

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csebuetnlp / xl-sum

This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.

multilingual machine-learning deep-learning dataset text-summarization abstractive-text-summarization abstractive-summarization text-summarisation low-resource-languages multilinguality summarization-corpora summarization-dataset multilingual-text-summarization text-summarization-dataset text-summarization-model low-resource-summarization low-resource-text-summarizarion multilingual-summarization

Updated Mar 26, 2024
Python

IlyaGusev / gazeta

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Gazeta: Dataset for automatic summarization of Russian news / Газета: набор данных для автоматического реферирования на русском языке

machine-learning dataset text-summarization summarization abstractive-text-summarization abstractive-summarization text-summarisation russian-language summarization-corpora summarization-dataset abstractive-summarization-dataset

Updated Oct 6, 2021
Python

LunaticPrakash / Text-Summarization

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Using Spacy and NLTK module with Tf-Idf algorithm for text-summarisation. This code will give you the summary of inputted article. You can input text directly or from .txt file, .pdf file or from wikipedia url.

nlp spacy nltk tfidf textsummarization text-summarisation naturallanguageprocessing

Updated Jan 14, 2023
Python

jerrygaoLondon / jgtextrank

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jgtextrank: Yet another Python implementation of TextRank

nlp machine-learning text-mining parsing textrank feature-extraction computational-linguistics text-analytics term-extraction keyphrases graph-algorithm natural-naturallanguage-processing keywords-extraction text-summarisation

Updated Nov 27, 2019
Python

ShubhamMandowara / Text_summarization

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Text summation using python, deep learning, machine learning, transformer, huggingface, openai and langchain

transformers openai text-summarization sumy text-summarizer machine-learning-projects text-summarisation streamlit vector-database deep-learning-projects streamlit-app llm text-summary generative-ai langchain langchain-python

Updated Sep 6, 2023
Jupyter Notebook

m0-k1 / Text-Summarization

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Automatic summarisation of Medicines's Description

data-science machine-learning text-mining data-mining deep-learning pandas-dataframe machine-learning-algorithms jupyter-notebook text-summarization summarization python-3 automatic-summarization tokenization text-summarizer text-summarisation nltk-python

Updated Jul 31, 2020
Jupyter Notebook

arnavsshah / Meeting-Summarization

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Leveraging extractive summarization techniques for abstractive summarization.

natural-language-processing kmeans-clustering glove-embeddings text-summarisation transformer-architecture meeting-summarization

Updated Sep 2, 2021
Jupyter Notebook

AmirTahaMim / SumSimple

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SumSimple is a FastAPI-based text summarization service using traditional, non-LLM algorithms like SumBasic, Luhn, Edmundson, LexRank, TextRank, and LSA.

nlp summarization sumy textsummarization abstractive-text-summarization text-summarisation low-resource-text-summarizarion