text-summarization

There are 48 repositories under text-summarization topic.

CLUEbenchmark / CLUEDatasetSearch
搜索所有中文NLP数据集，附常用英文NLP数据集
nlp datasets chinese ner qa match text-classification machine-translation knowledge-graph corpus machine-reading-comprehension sentiment-analysis text-similarity text-summarization
Language:Python 3864
blmoistawinde / HarvestText
文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法
dependency-parser gitee harvesttext keyword-extraction named-entity-recognition new-word-discovery nlp pyhanlp sentiment-analysis text-cleaning text-segmentation text-summarization unsupervised
Language:Python 2283
text-analytics-with-python
dipanjanS / text-analytics-with-python
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
clustering gensim natural-language natural-language-processing nltk pattern python scikit-learn semantic sentiment sentiment-analysis spacy stanford-nlp text-analytics text-classification text-summarization
Language:Jupyter Notebook 1621
icoxfog417 / awesome-text-summarization
The guide to tackle with the Text Summarization
machine-learning natural-language-processing python text-summarization
1267
summanlp / textrank
TextRank implementation for Python 3.
textrank summarization keywords python nlp natural-language-processing text-summarization
Language:Python 1228
JohnSnowLabs / nlu
1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
nlu natural-language-understanding sentiment-classifier text-classification transformers language-detection named-entity-recognition seq2seq t5 lemmatizer spell-checker sentence-embeddings sentiment-analysis bert-embedding text-summarization text-translation streamlit pandas dependency-parsing entity-resolution
Language:Python 804
yongzhuo / Macropodus
自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)
nlp macropodus albert segnment cws ner newword keyword text-summarization calulator crf similarity
Language:Python 632
dongjun-Lee / text-summarization-tensorflow
Tensorflow seq2seq Implementation of Text Summarization.
tensorflow text-summarization seq2seq encoder-decoder
Language:Python 630
chakki-works / sumeval
Well tested & Multi-language evaluation framework for text summarization.
machine-learning text-summarization rouge bleu
Language:Python 599
theamrzaki / text_summurization_abstractive_methods
Multiple implementations for abstractive text summurization , using google colab
tensorflow deeplearning nlp machine-learning deep-learning seq2seq rnn ai artificial-intelligence encoder-decoder google-colab google-colaboratory word2vec text-summarization pointer-generator machinelearning abstractive-text-summarization reinforcement-learning policy-gradient
Language:Jupyter Notebook 518
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 422
yongzhuo / nlg-yongzhuo
中文文本生成（NLG）之文本摘要（text summarization）工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool or tookit）
lda lead3 lsi nlg nmf text-summarization textrank textteaser tookit word-significance
Language:Python 396
Clarifai / clarifai-python
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
clarifai python clarifai-python visual-search computer-vision artifical-intelligence deep-learning language-models llm machine-learning natural-language-processing pretrained-models text-classification text-generation text-summarization image-classification object-detection rag retrieval-augmented-generation
Language:Python 388
lovit / KR-WordRank
비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다
keyword keyword-extraction nlp korean-nlp korean-text-processing keysentence-extraction text-summarization
Language:Python 344
uoneway / Text-Summarization-Repo
텍스트 요약 분야의 주요 연구 주제, Must-read Papers, 이용 가능한 model 및 data 등을 추천 자료와 함께 정리한 저장소입니다.
awesome curated datasets nlp paper summary text-summarization
320
yixinL7 / BRIO
ACL 2022: BRIO: Bringing Order to Abstractive Summarization
nlp text-summarization
Language:Python 319
rohithreddy024 / Text-Summarizer-Pytorch
Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network
pytorch text-summarization mle-training rl-training beam-search
Language:Python 314
chen0040 / keras-text-summarization
Text summarization using seq2seq in Keras
text-summarization seq2seq keras
Language:Python 288
salesforce / factCC
Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper
text-summarization evaluation-metrics
Language:Python 261
Yale-LILY / SummerTime
An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo
deep-learning neural-networks nlp python pytorch text-summarization
Language:Python 260
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.
abstractive-summarization abstractive-text-summarization dataset deep-learning low-resource-languages low-resource-summarization low-resource-text-summarizarion machine-learning multilingual multilingual-summarization multilingual-text-summarization multilinguality summarization-corpora summarization-dataset text-summarisation text-summarization text-summarization-dataset text-summarization-model
Language:Python 243
kavgan / ROUGE-2.0
ROUGE automatic summarization evaluation toolkit. Support for ROUGE-[N, L, S, SU], stemming and stopwords in different languages, unicode text evaluation, CSV output.
rouge-su rouge-l rouge-s unicode-text text-summarization metrics rouge-n evaluation rouge nlp java evaluation-toolkit
Language:Java 205
tagucci / pythonrouge
Python wrapper for evaluating summarization quality by ROUGE package
summarization rouge natural-language-processing document-summarization python evaluation-metrics text-summarization
Language:Perl 165
jiacheng-xu / DiscoBERT
Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)
natural-language-processing text-summarization bert-model microsoft-dynamics-365 acl2020
Language:Python 164
salesforce / ctrl-sum
Resources for the "CTRLsum: Towards Generic Controllable Text Summarization" paper
text-summarization text-generation
Language:Python 145
surmenok / TextSum
Preparing a dataset for TensorFlow text summarization (TextSum) model.
deep-learning machine-learning tensorflow text-summarization
Language:Python 144
iwangjian / textsum-gan
Tensorflow re-implementation of GAN for text summarization
generative-adversarial-network tensorflow text-summarization
Language:Python 134
HanXinzi-AI / awesome-NLP-resources
a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。
text nlp natural-language-processing text-classification sentiment-analysis sequence-labeling question-answering chatbot audio-processing knowledge-graph text-generation text-summarization language-understanding time-series-analysis time-series-forecasting machine-translation text-retrieval senmantic-matching text-matching
129
gaetangate / text-summarizer
Python Framework for Extractive Text Summarization
text-summarization word-embeddings word2vec clustering unsupervised-learning
Language:Python 114
plkmo / NLP_Toolkit
Library of state-of-the-art models (PyTorch) for NLP tasks
natural-language-processing nlp nlp-library text-classification punctuation-restoration speech-recognition machine-translation text-summarization pytorch style-transfer text-clustering
Language:Python 108
luopeixiang / awesome-text-summarization
Text summarization starting from scratch.
text-summarization nlp deep-learning text-mining papers-collection extractive-summarization abstractive-summarization sentence-compression
94
VinAIResearch / BARTpho
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese (INTERSPEECH 2022)
bart bartpho pretrained-models sequence-to-sequence text-summarization vietnamese-nlp
93
aj-naik / Text-Summarization
Abstractive and Extractive Text summarization using Transformers.
text-summarization transformers pegasus flask fastapi api xlnet streamlit abstractive-summarization extractive-summarization prototype pytorch aws t5 roberta bert bart gpt2 longformer led
Language:Jupyter Notebook 84
csebuetnlp / BanglaNLG
This repository contains the official release of the model "BanglaT5" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaNLG: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla".
bangla-language-processing bangla-nlp machine-translation natural-language-generation pretrained-models question-answering t5 text-summarization
Language:Python 81
geniusai-research / email-summarization
A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.
machine-learning skip-thought-vectors text-summarization theano
Language:Python 81
uoneway / KoBertSum
KoBertSum은 BertSum모델을 한국어 데이터에 적용할 수 있도록 수정한 한국어 요약 모델입니다.
text-summarization bert bertsum nlp korean
Language:Jupyter Notebook 79

text-summarization

CLUEbenchmark / CLUEDatasetSearch

blmoistawinde / HarvestText

dipanjanS / text-analytics-with-python

icoxfog417 / awesome-text-summarization

summanlp / textrank

JohnSnowLabs / nlu

yongzhuo / Macropodus

dongjun-Lee / text-summarization-tensorflow

chakki-works / sumeval

theamrzaki / text_summurization_abstractive_methods

HHousen / TransformerSum

yongzhuo / nlg-yongzhuo

Clarifai / clarifai-python

lovit / KR-WordRank

uoneway / Text-Summarization-Repo

yixinL7 / BRIO

rohithreddy024 / Text-Summarizer-Pytorch

chen0040 / keras-text-summarization

salesforce / factCC

Yale-LILY / SummerTime

csebuetnlp / xl-sum

kavgan / ROUGE-2.0

tagucci / pythonrouge

jiacheng-xu / DiscoBERT

salesforce / ctrl-sum

surmenok / TextSum

iwangjian / textsum-gan

HanXinzi-AI / awesome-NLP-resources

gaetangate / text-summarizer

plkmo / NLP_Toolkit

luopeixiang / awesome-text-summarization

VinAIResearch / BARTpho

aj-naik / Text-Summarization

csebuetnlp / BanglaNLG

geniusai-research / email-summarization

uoneway / KoBertSum