abstractive-text-summarization
There are 51 repositories under abstractive-text-summarization topic.
mathsyouth/awesome-text-summarization
A curated list of resources dedicated to text summarization
yaserkl/RLSeq2Seq
Deep Reinforcement Learning For Sequence to Sequence Models
theamrzaki/text_summurization_abstractive_methods
Multiple implementations for abstractive text summurization , using google colab
santhoshkolloju/Abstractive-Summarization-With-Transfer-Learning
Abstractive summarisation using Bert as encoder and Transformer Decoder
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.
JRC1995/Abstractive-Summarization
Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
rojagtap/transformer-abstractive-summarization
Abstractive Text Summarization using Transformer
abrazinskas/Copycat-abstractive-opinion-summarizer
ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation
HHousen/DocSum
A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.
rktamplayo/PlanSum
[AAAI2021] Unsupervised Opinion Summarization with Content Planning
IlyaGusev/gazeta
Gazeta: Dataset for automatic summarization of Russian news / Газета: набор данных для автоматического реферирования на русском языке
nc-ai/MultimodalSum
[ACL-IJCNLP 2021] Self-Supervised Multimodal Opinion Summarization
rktamplayo/DenoiseSum
[ACL2020] Unsupervised Opinion Summarization with Noising and Denoising
domyounglee/Transformer-Summarization
An optimized Transformer based abstractive summarization model with Tensorflow
Developer-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.
lipiji/data-summ-cnn_dailymail
non-anonymized cnn/dailymail dataset for text summarization
soni-ratnesh/compendium
Generates summary of a given news article. Used attention seq2seq encoder decoder model.
Jaswanth-Devarinti/meeting_summerizer
Speaker Diarization + Speech to text + abstract summerization
sharad461/nepali-abstractive-summarization
Abstractive Summarization in the Nepali language
LaurentVeyssier/Abstractive-Text-Summarization-model-in-Keras
Abstractive Text Summarization using Transformer model
nikhibdg/Abstractive-Text-Summarization-using-Seq2Seq-RNN
Abstractiv Text Summarization
swayam01/tf2.0_abstractive_summarisation
tensorflow2 implementation of se2seq with attention for context generation
AdrienBenamira/Scrib-AI-model-pytorch
Text summarization with human feed-back
theamrzaki/eazymind
An ai-as-a-service for abstractive text summarizaion
shouryashashank/abstract-summary
Corner stone seq2seq with attention (using bidirectional ltsm )
vaibhavz2402/abstractive-text-summarization
Abstractive Text Summarization of Amazon reviews. Using LSTM model summary of full review is abstracted
ZohaibRamzan/Text-Summarization-using-Deep-Learning-in-Python
Prepare Text Reviews Summary
GauravG-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.
jaotheboss/Abstractive-Summarisation
Using a deep learning model that takes advantage of LSTM and a custom Attention layer, we create an algorithm that is able to train on reviews and existent summaries to churn out and generate brand new summaries of its own.
pthompso77/MARCA-Reading-Aide
Summarizing text to extract key ideas and arguments
R-aryan/Text-Summarization-Using-T5
perfroming abstractive text summariztion task using T5, and serving it via REST API
tafseer-nayeem/NeuFuse
[Computer Speech & Language, Elsevier] - Neural Sentence Fusion for Diversity Driven Abstractive Multi-Document Summarization.
AjNavneet/BART_Text_Summarization
Abstractive text summarisation using BART model on articles data.
CODING-Enthusiast9857/Abstractive_Text_Summarization
Transforming lengthy textual content into concise and meaningful summaries is the essence of this project. Leveraging the power of the Pegasus model, our abstractive text summarization repository aims to distill complex information into succinct and coherent summaries. Pegasus, state-of-the-art pre-trained model, excel in generating human like text
stha1122/Abstractive_text_summerization
Abstractive Text Summarization with T5, assessed using the ROUGE metrics 🌟📊