abstractive-text-summarization
There are 27 repositories under abstractive-text-summarization topic.
mathsyouth / awesome-text-summarization
A curated list of resources dedicated to text summarization
- Language:Python 768
theamrzaki / text_summurization_abstractive_methods
Multiple implementations for abstractive text summurization , using google colab
Language:Jupyter Notebook 528santhoshkolloju / Abstractive-Summarization-With-Transfer-Learning
Abstractive summarisation using Bert as encoder and Transformer Decoder
Language:Python 413csebuetnlp / 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.
abstractive-text-summarizationtext-summarizationtext-summarisationabstractive-summarizationmultilingualmultilingualitymultilingual-text-summarizationlow-resource-languagesdatasetsummarization-datasetsummarization-corporatext-summarization-datasettext-summarization-modellow-resource-summarizationlow-resource-text-summarizarionmultilingual-summarizationmachine-learningdeep-learningLanguage:Python 275JRC1995 / Abstractive-Summarization
Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
Language:Jupyter Notebook 167rojagtap / transformer-abstractive-summarization
Abstractive Text Summarization using Transformer
Language:Jupyter Notebook 166abrazinskas / Copycat-abstractive-opinion-summarizer
ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation
Language:Python 100HHousen / DocSum
A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.
Language:Python 69IlyaGusev / gazeta
Gazeta: Dataset for automatic summarization of Russian news / Газета: набор данных для автоматического реферирования на русском языке
Language:Python 35rktamplayo / PlanSum
[AAAI2021] Unsupervised Opinion Summarization with Content Planning
Language:Python 33nc-ai / MultimodalSum
[ACL-IJCNLP 2021] Self-Supervised Multimodal Opinion Summarization
Language:Python 25[ACL2020] Unsupervised Opinion Summarization with Noising and Denoising
Language:Python 21domyounglee / Transformer-Summarization
An optimized Transformer based abstractive summarization model with Tensorflow
Language:Python 17Developer-Zer0 / Get-To-The-Point-Summarization-with-Pointer-Generator-Networks
Pytorch implementation of Get To The Point: Summarization with Pointer-Generator Networks (2017) by Abigail See et al.
Language:Jupyter Notebook 15lipiji / data-summ-cnn_dailymail
non-anonymized cnn/dailymail dataset for text summarization
Language:Python 13soni-ratnesh / compendium
Generates summary of a given news article. Used attention seq2seq encoder decoder model.
Language:Jupyter Notebook 9Jaswanth-Devarinti / meeting_summerizer
Speaker Diarization + Speech to text + abstract summerization
Language:HTML 7nikhibdg / Abstractive-Text-Summarization-using-Seq2Seq-RNN
Abstractiv Text Summarization
Language:Python 7sharad461 / nepali-abstractive-summarization
Abstractive Summarization in the Nepali language
Language:Python 7LaurentVeyssier / Abstractive-Text-Summarization-model-in-Keras
Abstractive Text Summarization using Transformer model
Language:Jupyter Notebook 6swayam01 / tf2.0_abstractive_summarisation
tensorflow2 implementation of se2seq with attention for context generation
Language:Jupyter Notebook 6AjNavneet / BART-Text-Summarization
Abstractive text summarisation using BART model on articles data.
Language:Jupyter Notebook 5- Language:Python 5
AdrienBenamira / Scrib-AI-model-pytorch
Text summarization with human feed-back
Language:Jupyter Notebook 4shouryashashank / abstract-summary
Corner stone seq2seq with attention (using bidirectional ltsm )
Language:Jupyter Notebook 4An ai-as-a-service for abstractive text summarizaion
Language:Python 4- SumSimple
AmirTahaMim / SumSimple
SumSimple is a FastAPI-based text summarization service using traditional, non-LLM algorithms like SumBasic, Luhn, Edmundson, LexRank, TextRank, and LSA.
Language:Python 3 aryansh3lke / trendscope
An AI tool to gain insight into X (Twitter) trends through web-scraping, natural language processing, and abstractive summarization.
Language:TypeScript 3tafseer-nayeem / NeuFuse
[Computer Speech & Language, Elsevier] - Neural Sentence Fusion for Diversity Driven Abstractive Multi-Document Summarization.
Language:Python 3vaibhavz2402 / abstractive-text-summarization
Abstractive Text Summarization of Amazon reviews. Using LSTM model summary of full review is abstracted
Language:Jupyter Notebook 3ZohaibRamzan / Text-Summarization-using-Deep-Learning-in-Python
Prepare Text Reviews Summary
Language:Jupyter Notebook 3GauravG-20 / Abstractive-Text-Summarization
Abstractive text summarization generates a shorter version of a given sentence while attempting to preserve its contextual meaning. In our approach we model the problem using an attentional encoder decoder which ensures that the decoder focuses on the appropriate input words at each step of our generation.
Language:Jupyter Notebook 2ltd-ARYAN-pvt / SummarizerX.AI
Welcome to our Summarizer App! This tool is designed to help you efficiently condense lengthy articles and text into concise summaries, making it easier for you to grasp the main points without spending too much time reading.
Language:Python 2R-aryan / Text-Summarization-Using-T5
perfroming abstractive text summariztion task using T5, and serving it via REST API
Language:Python 2SANCHIT0055 / YOUTUBE-TRANSCRIPT-SUMMARIZER
YouTube Transcript Summarization over Flask: This back-end uses Flask framework to receive API calls from the client and then respond with the summarized text response. This API can work only on those YouTube videos which has well-formatted closed captions in it. The same backend also hosts a web version of the Summarizer.
Language:Python 2
