abstractive-text-summarization | Topic

Topic: "abstractive-text-summarization"

mathsyouth/awesome-text-summarization Fork of lipiji/App-DL

A curated list of resources dedicated to text summarization

Size: 243 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 1,542 - Forks: 266

yaserkl/RLSeq2Seq

Deep Reinforcement Learning For Sequence to Sequence Models

Language: Python - Size: 4.17 MB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 761 - Forks: 161

theamrzaki/text_summurization_abstractive_methods

Multiple implementations for abstractive text summurization , using google colab

Language: Jupyter Notebook - Size: 4.3 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 526 - Forks: 219

santhoshkolloju/Abstractive-Summarization-With-Transfer-Learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

Language: Python - Size: 788 KB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 406 - Forks: 98

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.

Language: Python - Size: 5.41 MB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 249 - Forks: 42

JRC1995/Abstractive-Summarization

Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.

Language: Jupyter Notebook - Size: 330 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 163 - Forks: 59

rojagtap/abstractive_summarizer

Abstractive Text Summarization using Transformer

Language: Jupyter Notebook - Size: 12.3 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 152 - Forks: 50

abrazinskas/Copycat-abstractive-opinion-summarizer

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

Language: Python - Size: 9.71 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 96 - Forks: 30

HHousen/DocSum

A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.

Language: Python - Size: 114 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 63 - Forks: 13

rktamplayo/PlanSum

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

Language: Python - Size: 206 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 31 - Forks: 3

IlyaGusev/gazeta

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

Language: Python - Size: 76.2 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 27 - Forks: 1

nc-ai/MultimodalSum

[ACL-IJCNLP 2021] Self-Supervised Multimodal Opinion Summarization

Language: Python - Size: 2.69 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 4

rktamplayo/DenoiseSum

[ACL2020] Unsupervised Opinion Summarization with Noising and Denoising

Language: Python - Size: 3.48 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 20 - Forks: 1

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 - Size: 9.77 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 16 - Forks: 0

domyounglee/Transformer-Summarization

An optimized Transformer based abstractive summarization model with Tensorflow

Language: Python - Size: 42.8 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 2

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.

Language: Jupyter Notebook - Size: 95.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 6

lipiji/data-summ-cnn_dailymail

non-anonymized cnn/dailymail dataset for text summarization

Language: Python - Size: 6.84 KB - Last synced at: 12 months ago - Pushed at: almost 8 years ago - Stars: 12 - Forks: 4

soni-ratnesh/compendium

Generates summary of a given news article. Used attention seq2seq encoder decoder model.

Language: Jupyter Notebook - Size: 25.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 2

sharad461/nepali-abstractive-summarization

Abstractive Summarization in the Nepali language

Language: Python - Size: 26.4 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 8 - Forks: 3

LaurentVeyssier/Abstractive-Text-Summarization-model-in-Keras

Abstractive Text Summarization using Transformer model

Language: Jupyter Notebook - Size: 12.3 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 5

swayam01/tf2.0_abstractive_summarisation

tensorflow2 implementation of se2seq with attention for context generation

Language: Jupyter Notebook - Size: 59.3 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 3

nikhibdg/Abstractive-Text-Summarization-using-Seq2Seq-RNN

Abstractiv Text Summarization

Language: Python - Size: 314 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 3

theamrzaki/eazymind

An ai-as-a-service for abstractive text summarizaion

Language: Python - Size: 8.79 KB - Last synced at: 9 months ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 0

AdrienBenamira/Scrib-AI-model-pytorch

Text summarization with human feed-back

Language: Jupyter Notebook - Size: 7.31 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 1

AjNavneet/BART-Text-Summarization

Abstractive text summarisation using BART model on articles data.

Language: Jupyter Notebook - Size: 52.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

ZohaibRamzan/Text-Summarization-using-Deep-Learning-in-Python

Prepare Text Reviews Summary

Language: Jupyter Notebook - Size: 263 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

vaibhavz2402/abstractive-text-summarization

Abstractive Text Summarization of Amazon reviews. Using LSTM model summary of full review is abstracted

Language: Jupyter Notebook - Size: 33.2 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

shouryashashank/abstract-summary

Corner stone seq2seq with attention (using bidirectional ltsm )

Language: Jupyter Notebook - Size: 37.1 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

pthompso77/MARCA-Reading-Aide

Summarizing text to extract key ideas and arguments

Language: Python - Size: 744 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

ltd-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 - Size: 435 KB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

Jaswanth-Devarinti/meeting_summerizer

Speaker Diarization + Speech to text + abstract summerization

Language: HTML - Size: 123 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

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.

Language: Jupyter Notebook - Size: 91.8 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

tafseer-nayeem/NeuFuse

[Computer Speech & Language, Elsevier] - Neural Sentence Fusion for Diversity Driven Abstractive Multi-Document Summarization.

Language: Python - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

aryansh3lke/trendscope

An AI tool to gain insight into X (Twitter) trends through web-scraping, natural language processing, and abstractive summarization.

Language: TypeScript - Size: 7.53 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

03chrisk/PEFT-T5-on-CNN-dailynews

Fine tuning the T5 model on the CNN daily-news dataset

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: 3 days ago - Pushed at: 6 months ago - Stars: 1 - Forks: 1

urs-truly-siva/Infosys_Text_Summarizer

TextSummarizer is an AI-powered tool designed to generate concise summaries from longer pieces of text. Leveraging the power of Natural Language Processing (NLP) and machine learning techniques, this tool helps in extracting the most relevant information, making it easier to understand and digest large amounts of data quickly.

Language: Jupyter Notebook - Size: 5.36 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

stha1122/Abstractive_text_summerization

Abstractive Text Summarization with T5, assessed using the ROUGE metrics 🌟📊

Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

fork123aniket/Abstractive-Text-Summarization

Implementation of an Attention-based LSTM Encoder-Decoder Approach for Abstractive Text Summarization

Language: Python - Size: 12.7 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 142 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

parsa-abbasi/PreSumm Fork of nlpyang/PreSumm

It is the edited version of the PreSumm model. You can easily follow the instructions to train an Abstractive Text Summarizer model (which was challenging in the original codes).

Language: Python - Size: 12.7 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

R-aryan/Text-Summarization-Using-T5

perfroming abstractive text summariztion task using T5, and serving it via REST API

Language: Python - Size: 21 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

vgupta123/Unsupervised-SAS

This repo contains the source code of the AMR (Abstract Meaning Representation) based approach for abstractive summarization. (ACL-SRW 2018)

Language: Python - Size: 54.7 KB - Last synced at: 5 months ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

kkrusere/NLP-Text-Summarization

text Summarization: Abstractive, Extractive, and Transformer-based approaches. This project explores various text summarization techniques, including both abstractive and extractive approaches, using traditional methods (`NLTK`, and `spaCy`, `Gensim`, and `Sumy`) as well as advanced Large Language Models (LLMs).

Language: Jupyter Notebook - Size: 412 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0