extractive-summarization

There are 11 repositories under extractive-summarization topic.

dmmiller612 / bert-extractive-summarizer
Easy to use extractive text summarization with BERT
bert coreference extractive-summarization pytorch
Language:Python 1443
TransformerSum
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.
automatic-summarization machine-learning extractive-summarization bert roberta distilbert albert summarization transformer-models pytorch-lightning summarization-dataset text-summarization
Language:Python 438
hpzhao / SummaRuNNer
The PyTorch Implementation of SummaRuNNer
extractive-summarization summary pytorch summarunner pytorch-implmention
Language:Python 254
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)
universal-sentence-encoder summarizer summarization extractive-summarization token-level-summarization semantic-summarization contextual-summarization debate-evidence flair python embeddings cuda semantic-search
Language:Python 230
dmmiller612 / lecture-summarizer
Lecture summarization with BERT
bert bert-model summarization pytorch flask extractive-summarization
Language:Python 153
Santosh-Gupta / ScientificSummarizationDataSets
Datasets I have created for scientific summarization, and a trained BertSum model
summarization bertsum transformer bert extractive-summarization dataset tensor2tensor pointer-generator
Language:Jupyter Notebook 115
luopeixiang / awesome-text-summarization
Text summarization starting from scratch.
text-summarization nlp deep-learning text-mining papers-collection extractive-summarization abstractive-summarization sentence-compression
95
aj-naik / Text-Summarization
Abstractive and Extractive Text summarization using Transformers.
abstractive-summarization api aws bart bert extractive-summarization fastapi flask gpt2 led longformer pegasus prototype pytorch roberta streamlit t5 text-summarization transformers xlnet
Language:Jupyter Notebook 86
transitive-bullshit / text-summarization
Automagically generates summaries from html or text.
summarization text summary summarize extractive-summarization extractive-text-summarization
Language:JavaScript 68
OpenSUM / CPSUM
[COLING 2022] Code and Data Repo for Paper "Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization"
extractive-summarization nlp semi-supervised-learning
Language:Python 57
nianlonggu / MemSum
Code for ACL 2022 paper on the topic of long document summarization: MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes
extractive-summarization long-document-summarization acl2022 reinforcement-learning memsum nlp pytorch
Language:Jupyter Notebook 48
pocheyeniu / SummaRuNNer
Tensorflow implementation of SummaRuNNer
extractive-summarization summarunner summary tensorflow
Language:Python 42
sidedwards / ai-video-summarizer
An AI-powered tool for transcribing, summarizing, and creating smart clips from video and audio content.
artificial-intelligence content-summarizer generative-ai large-language-models meeting-summarization transcription video-clipper video-summarization extractive-summarization
Language:Python 41
kromme / Teams-Notetaker
Let AI create the notes of your Teams Meeting
teams summarizer speech-recognition extractive-summarization google-speech-to-text microsoft-teams
Language:Python 37
vgupta123 / sumpubmed
SUMPUBMED: Summarization Dataset of PubMed Scientific Article
nlp machine-learning summarization resources dataset abstractive-summarization extractive-summarization rouge scientific pubmed biomedical preprocessing
33
JetBrains-Research / pubtrends-review
Automatic generation of reviews of scientific papers
deep-learning natural-language-processing pubmed extractive-summarization
Language:Jupyter Notebook 31
codequipo / TheDailyNews
Source based extractive summarizer web-app and chatbot.
mern summarization nltk flask python mongodb reactjs sumbasic extractive-text-summarization extractive-summarization nodejs jsonwebtoken react-bootstrap dialogflow heroku-deployment chatbot
Language:JavaScript 30
JuJu2181 / Automatic-Nepali-Speech-Recognition-and-Summarizer
A system capable of converting Nepali speech to text and generate summary of text
abstractive-summarization deep-learning extractive-summarization machine-learning nepali nepali-nlp python speech-recognition wav2vec2 cnn-resnet-bilstm nepali-speech nepali-summary
Language:Jupyter Notebook 21
tm4roon / use-cases-of-bert
Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).
nlp-machine-learning bert-model lexical-substitution paraphrase-generation extractive-summarization
Language:Jupyter Notebook 20
pithy
ckoshka / pithy
Ultra-fast, spookily accurate text summarizer that works on any language
summarization summarise nlp rust text extractive-summarization
Language:Rust 18
metalaman / Scripts-for-extractive-summarization
Scripts for an upcoming blog "Extractive vs. Abstractive Summarization" for RaRe Technologies.
text-summarization extractive-text-summarization extractive-summarization gensim sumy lsa pyteaser rouge-evaluation bleu-score
Language:Jupyter Notebook 13
caomanhhaipt / Extractive-Multi-document-Summarization
Extractive Multi-document Summarization
centroid extractive-summarization machine-learning mmr multi-document-summarization python sentence-positions
Language:Perl 12
Tixierae / gow_tools
Functions for creating and analyzing word co-occurrence networks in Python and R
extractive-summarization graph-mining graphs igraph keyword-extraction network-analysis networks nlp python r text-mining
Language:R 12
acatovic / textrank
Simple and clean Python implementation of TextRank as per seminal paper by Rada Mihalcea and Paul Tarau. This implementation performs both keyword extraction as well as text summarization.
textrank extractive-summarization summarization keyword-extraction pagerank textrank-python
Language:Python 11
botondbarta / HunSum
Complimentary code for our paper From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization
abstractive-summarization hungarian summarization extractive-summarization
Language:Jupyter Notebook 11
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
Language:Python 11
amr4i / Query-Biased-Multi-Document-Abstractive-Summarisation
Implementation for multi-document query-based abstractive summarisation
document-summarization summarization query-bias lda indexing retrieval texttiling lsa extractive-summarization abstractive-summarization
Language:q 9
HHousen / ArXiv-PubMed-Sum
A script to process the ArXiv-PubMed dataset.
automatic-summarization extractive-summarization extractive-text-summarization machine-learning python
Language:Python 9
morningmoni / FAR
Facet-Aware Evaluation for Extractive Summarization, ACL 2020
text-summarization evaluation-metrics extractive-summarization
Language:Jupyter Notebook 9
NeelKanwal / Attention-based-clinical-note-summarization
A new approach to extract clinical summaries from discharge notes
attention-mechanism clinical-notes extractive-summarization language-models mimic-iii summarization
Language:Jupyter Notebook 9
RahulJ15 / Adaptxt
This project is a versatile Optical Character Recognition (OCR) and translation tool designed to process both images and PDF documents and leveraging NLP to translate the text into different languages and give users an option to summarize the contents of a document in their prefered language
api easyocr extractive-summarization google-translate-api image-processing ocr-recognition summarization tf-idf translation
Language:Python 9
SC4RECOIN / BERT-summarizer
Text Summarization with Pretrained Encoders
bert pretrained summarization encoder transformers extractive-summarization abstractive-summarization text-summarization flask torch pytorch
Language:Python 9
talha1503 / Extractive_Text_Summarization
Extractive text summarization using various algorithms
summarization nltk text-rank sumbasic extractive-summarization auto-summarization
Language:Jupyter Notebook 9
aashay15 / Extractive-Video-Text-Summarizer
Simple Extractive Text Summarization using SpaCy, using a frequency model
text-summarization video-summarization extractive-text-summarization extractive-summarization spacy-nlp relevant-content-suggestion
Language:Python 8
Espresso-AI / bertsum-korean
KoBertSum: AI Hub 문서요약 텍스트에서 학습된 BertSum 기반의 한국어 요약 모델
bertsum bertsum-korean extractive-summarization korean summarization
Language:Python 8
Murgio / TextRank-Directed-Graph
unsupervised graph-based ranking model.
extractive-summarization machine-learning natural-language-processing python3 summarization word-embeddings
Language:Jupyter Notebook 8

extractive-summarization

dmmiller612 / bert-extractive-summarizer

HHousen / TransformerSum

hpzhao / SummaRuNNer

Hellisotherpeople / CX_DB8

dmmiller612 / lecture-summarizer

Santosh-Gupta / ScientificSummarizationDataSets

luopeixiang / awesome-text-summarization

aj-naik / Text-Summarization

transitive-bullshit / text-summarization

OpenSUM / CPSUM

nianlonggu / MemSum

pocheyeniu / SummaRuNNer

sidedwards / ai-video-summarizer

kromme / Teams-Notetaker

vgupta123 / sumpubmed

JetBrains-Research / pubtrends-review

codequipo / TheDailyNews

JuJu2181 / Automatic-Nepali-Speech-Recognition-and-Summarizer

tm4roon / use-cases-of-bert

ckoshka / pithy

metalaman / Scripts-for-extractive-summarization

caomanhhaipt / Extractive-Multi-document-Summarization

Tixierae / gow_tools

acatovic / textrank

botondbarta / HunSum

ianarawjo / chatgpt-extractive-shortener

amr4i / Query-Biased-Multi-Document-Abstractive-Summarisation

HHousen / ArXiv-PubMed-Sum

morningmoni / FAR

NeelKanwal / Attention-based-clinical-note-summarization

RahulJ15 / Adaptxt

SC4RECOIN / BERT-summarizer

talha1503 / Extractive_Text_Summarization

aashay15 / Extractive-Video-Text-Summarizer

Espresso-AI / bertsum-korean

Murgio / TextRank-Directed-Graph