Topic: text-summarization Goto Github

👇 Here are 665 public repositories matching this topic...

aj-naik / text-summarization
text-summarization,Abstractive and Extractive Text summarization using Transformers.
User: aj-naik
text-summarization transformers pegasus flask fastapi api xlnet streamlit abstractive-summarization extractive-summarization

akashp1712 / nlp-akash
text-summarization,Natural Language Processing notes and implementations.
User: akashp1712
summarization text-summarization nlp-akash natural-language-processing nltk nlp

astrabert / everything-ai
text-summarization,Your fully proficient, AI-powered and local chatbot assistant🤖
User: astrabert
Home Page: https://astrabert.github.io/everything-ai/
ai docker-image free-to-use generative-ai langchain learning local-llm open-source ai-studio cheshire-cat

blmoistawinde / harvesttext
text-summarization,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
User: blmoistawinde
nlp sentiment-analysis new-word-discovery unsupervised text-summarization named-entity-recognition dependency-parser text-segmentation text-cleaning pyhanlp harvesttext keyword-extraction gitee

chakki-works / sumeval
text-summarization,Well tested & Multi-language evaluation framework for text summarization.
Organization: chakki-works
bleu machine-learning rouge text-summarization

chen0040 / keras-text-summarization
text-summarization,Text summarization using seq2seq in Keras
User: chen0040
text-summarization seq2seq keras

cluebenchmark / cluedatasetsearch
text-summarization,搜索所有中文NLP数据集，附常用英文NLP数据集
Organization: cluebenchmark
Home Page: https://www.cluebenchmarks.com/dataSet_search.html
nlp datasets chinese ner qa match text-classification machine-translation knowledge-graph corpus

csebuetnlp / banglanlg
text-summarization,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".
User: csebuetnlp
Home Page: https://aclanthology.org/2023.findings-eacl.54/
bangla-language-processing bangla-nlp machine-translation natural-language-generation pretrained-models question-answering t5 text-summarization

csebuetnlp / xl-sum
text-summarization,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.
User: csebuetnlp
Home Page: https://aclanthology.org/2021.findings-acl.413/
abstractive-text-summarization text-summarization text-summarisation abstractive-summarization multilingual multilinguality multilingual-text-summarization low-resource-languages dataset summarization-dataset

deepsmoseli / bidirectiona-lstm-for-text-summarization-
text-summarization,A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)
User: deepsmoseli
attention-layer deep-learning keras lstm text-summarization

dipanjans / text-analytics-with-python
text-summarization,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.
User: dipanjans
text-analytics text-summarization text-classification python natural-language natural-language-processing clustering sentiment semantic sentiment-analysis

dongjun-lee / text-summarization-tensorflow
text-summarization,Tensorflow seq2seq Implementation of Text Summarization.
User: dongjun-lee
tensorflow text-summarization seq2seq encoder-decoder

ebenso / textsummarizer
text-summarization,TextRank implementation for C#
Organization: ebenso
textrank textrank-algorithm textrank-csharp pagerank-algorithm nlp pos-tagger textsummarization textsumarizer text-summarization text-summarizer

feisun / producttitlesummarizationcorpus
text-summarization,Dataset for CIKM 2018 paper "Multi-Source Pointer Network for Product Title Summarization"
User: feisun
text-summarization dataset

gaetangate / text-summarizer
text-summarization,Python Framework for Extractive Text Summarization
User: gaetangate
text-summarization word-embeddings word2vec clustering unsupervised-learning

geniusai-research / email-summarization
text-summarization,A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.
Organization: geniusai-research
Home Page: https://medium.com/jatana/unsupervised-text-summarization-using-sentence-embeddings-adb15ce83db1
text-summarization machine-learning skip-thought-vectors theano

georgetown-ir-lab / extendedsumm
text-summarization,On Generating Extended Summaries of Long Documents
Organization: georgetown-ir-lab
text-summarization extended-summarization language-generation dataset summarization-corpora

hanxinzi-ai / awesome-nlp-resources
text-summarization,a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。
User: hanxinzi-ai
text nlp natural-language-processing text-classification sentiment-analysis sequence-labeling question-answering chatbot audio-processing knowledge-graph

hhousen / docsum
text-summarization,A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.
User: hhousen
Home Page: https://haydenhousen.com/projects/docsum/
machine-learning nlp summarization automatic-summarization python pdf xml-parser abstractive-summarization abstractive-text-summarization text-summarization

hhousen / transformersum
text-summarization,Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
User: hhousen
Home Page: https://transformersum.rtfd.io
automatic-summarization machine-learning extractive-summarization bert roberta distilbert albert summarization transformer-models pytorch-lightning

holylovenia / question-answer-generation
text-summarization,Question-answer generation from text
User: holylovenia
question-answer-generation natural-language-processing text-summarization named-entity-recognition question-formation

icoxfog417 / awesome-text-summarization
text-summarization,The guide to tackle with the Text Summarization
User: icoxfog417
text-summarization machine-learning python natural-language-processing

iwangjian / textsum-gan
text-summarization,Tensorflow re-implementation of GAN for text summarization
User: iwangjian
generative-adversarial-network tensorflow text-summarization

jananiarunachalam / research-paper-summarization
text-summarization,Text Summarization for Research Papers
User: jananiarunachalam
deep-learning doc2vec gensim keras lstm machine-learning neural-network nltk recurrent-neural-networks scikit-learn tensorflow text-summarization word2vec

jiacheng-xu / discobert
text-summarization,Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)
User: jiacheng-xu
natural-language-processing text-summarization bert-model microsoft-dynamics-365 acl2020

johnsnowlabs / nlu
text-summarization,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.
Organization: johnsnowlabs
nlu natural-language-understanding sentiment-classifier text-classification transformers language-detection named-entity-recognition seq2seq t5 lemmatizer

kata-ai / indosum
text-summarization,A benchmark dataset for Indonesian text summarization.
Organization: kata-ai
Home Page: https://github.com/kata-ai/indosum
natural-language-processing indonesian indonesian-language text-summarization

kavgan / rouge-2.0
text-summarization,ROUGE automatic summarization evaluation toolkit. Support for ROUGE-[N, L, S, SU], stemming and stopwords in different languages, unicode text evaluation, CSV output.
User: kavgan
Home Page: https://kavgan.github.io/ROUGE-2.0
rouge-su rouge-l rouge-s unicode-text text-summarization metrics rouge-n evaluation rouge nlp

kharazi / moujez
text-summarization,Persian Text Summarization Agent
User: kharazi
text-summarization natural-language-processing persian-nlp persian

lovit / kr-wordrank
text-summarization,비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다
User: lovit
keyword keyword-extraction nlp korean-nlp korean-text-processing keysentence-extraction text-summarization

luopeixiang / awesome-text-summarization
text-summarization,Text summarization starting from scratch.
User: luopeixiang
abstractive-summarization deep-learning extractive-summarization nlp papers-collection sentence-compression text-mining text-summarization

nlpcloud / nlpcloud-python
text-summarization,NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...
Organization: nlpcloud
Home Page: https://nlpcloud.com
nlp ner sentiment-analysis text-generation text-classification text-summarization question-answering language-detection tokenization machine-translation

persiyanov / skip-thought-tf
text-summarization,An implementation of skip-thought vectors in Tensorflow
User: persiyanov
deep-learning deeplearning embeddings nlp skip-thought-vectors tensorflow text-summarization

plkmo / nlp_toolkit
text-summarization,Library of state-of-the-art models (PyTorch) for NLP tasks
User: plkmo
machine-translation natural-language-processing nlp nlp-library punctuation-restoration pytorch speech-recognition style-transfer text-classification text-clustering text-summarization

rohithreddy024 / text-summarizer-pytorch
text-summarization,Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network
User: rohithreddy024
pytorch text-summarization mle-training rl-training beam-search

salesforce / ctrl-sum
text-summarization,Resources for the "CTRLsum: Towards Generic Controllable Text Summarization" paper
Organization: salesforce
Home Page: https://arxiv.org/abs/2012.04281
text-summarization text-generation

salesforce / factcc
text-summarization,Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper
Organization: salesforce
Home Page: https://arxiv.org/abs/1910.12840
text-summarization evaluation-metrics

sarthakjain1206 / intelligent_document_finder
text-summarization,Document Search Engine Tool
User: sarthakjain1206
search-engine search-algorithm ranking-algorithm indexer reverse-index document-summarization document-similarity latent-dirichlet-allocation text-summarization spellchecker

summanlp / textrank
text-summarization,TextRank implementation for Python 3.
Organization: summanlp
Home Page: https://pypi.org/project/summa/
textrank summarization keywords python nlp natural-language-processing text-summarization

surmenok / textsum
text-summarization,Preparing a dataset for TensorFlow text summarization (TextSum) model.
User: surmenok
deep-learning machine-learning tensorflow text-summarization

tagucci / pythonrouge
text-summarization,Python wrapper for evaluating summarization quality by ROUGE package
User: tagucci
document-summarization evaluation-metrics natural-language-processing python rouge summarization text-summarization

theamrzaki / text_summurization_abstractive_methods
text-summarization,Multiple implementations for abstractive text summurization , using google colab
User: theamrzaki
Home Page: https://medium.com/@theamrzaki
tensorflow deeplearning nlp machine-learning deep-learning seq2seq rnn ai artificial-intelligence encoder-decoder

uoneway / kobertsum
text-summarization,KoBertSum은 BertSum모델을 한국어 데이터에 적용할 수 있도록 수정한 한국어 요약 모델입니다.
User: uoneway
text-summarization bert bertsum nlp korean

uoneway / text-summarization-repo
text-summarization,텍스트 요약 분야의 주요 연구 주제, Must-read Papers, 이용 가능한 model 및 data 등을 추천 자료와 함께 정리한 저장소입니다.
User: uoneway
nlp paper text-summarization datasets summary awesome curated

vinairesearch / bartpho
text-summarization,BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese (INTERSPEECH 2022)
Organization: vinairesearch
bartpho sequence-to-sequence bart pretrained-models text-summarization vietnamese-nlp

vishnu45 / nlp-extractive-news-summarization-using-mmr
text-summarization,A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.
User: vishnu45
natural-language-processing mmr lexrank rouge-evaluation multi-document-summarization jaccard-coefficient-scores machine-learning text-summarization

yale-lily / summertime
text-summarization,An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo
Organization: yale-lily
Home Page: https://arxiv.org/abs/2108.12738
nlp python deep-learning neural-networks text-summarization pytorch

yixinl7 / brio
text-summarization,ACL 2022: BRIO: Bringing Order to Abstractive Summarization
User: yixinl7
nlp text-summarization

yongzhuo / macropodus
text-summarization,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)
User: yongzhuo
Home Page: https://blog.csdn.net/rensihui
nlp macropodus albert segnment cws ner newword keyword text-summarization calulator

yongzhuo / nlg-yongzhuo
text-summarization,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）
User: yongzhuo
Home Page: https://blog.csdn.net/rensihui
nlg text-summarization lead3 textrank textteaser lda lsi nmf word-significance tookit