Text Analytics With PythonLearn 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.
Stars: ✭ 1,132 (+9333.33%)
Text-SummarizationAbstractive and Extractive Text summarization using Transformers.
Stars: ✭ 38 (+216.67%)
Persian-SummarizationStatistical and Semantical Text Summarizer in Persian Language
Stars: ✭ 38 (+216.67%)
SumyModule for automatic summarization of text documents and HTML pages.
Stars: ✭ 2,705 (+22441.67%)
TransformersumModels to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
Stars: ✭ 107 (+791.67%)
summarize-webpageA small NLP SAAS project that summarize a webpage
Stars: ✭ 34 (+183.33%)
NLP ToolkitLibrary of state-of-the-art models (PyTorch) for NLP tasks
Stars: ✭ 92 (+666.67%)
Kr Wordrank비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다
Stars: ✭ 182 (+1416.67%)
ExtendedsummOn Generating Extended Summaries of Long Documents
Stars: ✭ 63 (+425%)
Text-Summarization-Repo텍스트 요약 분야의 주요 연구 주제, Must-read Papers, 이용 가능한 model 및 data 등을 추천 자료와 함께 정리한 저장소입니다.
Stars: ✭ 213 (+1675%)
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)
Stars: ✭ 309 (+2475%)
DiscobertCode for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)
Stars: ✭ 120 (+900%)
Text-SummarizationA text document will be provided and it'll produce it's summary
Stars: ✭ 30 (+150%)
Text summarization with tensorflowImplementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.
Stars: ✭ 226 (+1783.33%)
BriefIn a nutshell, this is a Text Summarizer
Stars: ✭ 29 (+141.67%)
Skip Thought TfAn implementation of skip-thought vectors in Tensorflow
Stars: ✭ 77 (+541.67%)
xl-sumThis 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.
Stars: ✭ 160 (+1233.33%)
word-embeddings-from-scratchCreating word embeddings from scratch and visualize them on TensorBoard. Using trained embeddings in Keras.
Stars: ✭ 22 (+83.33%)
DocSumA tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.
Stars: ✭ 58 (+383.33%)
Senpai 💨Making communication📞easier and faster🚅for all 👦 + 👧 + 👴 + 👶 + 🐮 + 🐦 + 🐱
Stars: ✭ 43 (+258.33%)
allsummarizerMultilingual automatic text summarizer using statistical approach and extraction
Stars: ✭ 28 (+133.33%)
pytorch-translmAn implementation of transformer-based language model for sentence rewriting tasks such as summarization, simplification, and grammatical error correction.
Stars: ✭ 22 (+83.33%)
Rouge 2.0ROUGE automatic summarization evaluation toolkit. Support for ROUGE-[N, L, S, SU], stemming and stopwords in different languages, unicode text evaluation, CSV output.
Stars: ✭ 167 (+1291.67%)
ibleuA visual and interactive scoring environment for machine translation systems.
Stars: ✭ 27 (+125%)
TextRank-nodeNo description or website provided.
Stars: ✭ 21 (+75%)
Textsum GanTensorflow re-implementation of GAN for text summarization
Stars: ✭ 111 (+825%)
abtextsumAbstractive text summarization based on deep learning and semantic content generalization
Stars: ✭ 14 (+16.67%)
Word2VecAndTsneScripts demo-ing how to train a Word2Vec model and reduce its vector space
Stars: ✭ 45 (+275%)
Text SummarizerPython Framework for Extractive Text Summarization
Stars: ✭ 96 (+700%)
gazetaGazeta: Dataset for automatic summarization of Russian news / Газета: набор данных для автоматического реферирования на русском языке
Stars: ✭ 25 (+108.33%)
Text Summarizer PytorchPytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network
Stars: ✭ 203 (+1591.67%)
Entity2Topic[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization
Stars: ✭ 20 (+66.67%)
PlanSum[AAAI2021] Unsupervised Opinion Summarization with Content Planning
Stars: ✭ 25 (+108.33%)
nlp-akashNatural Language Processing notes and implementations.
Stars: ✭ 66 (+450%)
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)
Stars: ✭ 175 (+1358.33%)
SumrizedAutomatic Text Summarization (English/Arabic).
Stars: ✭ 37 (+208.33%)
TextrankTextRank implementation for Python 3.
Stars: ✭ 1,008 (+8300%)
GemsecThe TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Stars: ✭ 210 (+1650%)
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
Stars: ✭ 956 (+7866.67%)
AravecAraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.
Stars: ✭ 239 (+1891.67%)
PythonrougePython wrapper for evaluating summarization quality by ROUGE package
Stars: ✭ 155 (+1191.67%)
ShallowlearnAn experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
Stars: ✭ 196 (+1533.33%)
Paper ReadingPaper reading list in natural language processing, including dialogue systems and text generation related topics.
Stars: ✭ 508 (+4133.33%)
email-summarizationA module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.
Stars: ✭ 81 (+575%)
TextSummareimplementing Neural Summarization by Extracting Sentences and Words
Stars: ✭ 16 (+33.33%)
FUTUREA private, free, open-source search engine built on a P2P network
Stars: ✭ 19 (+58.33%)
TextsumPreparing a dataset for TensorFlow text summarization (TextSum) model.
Stars: ✭ 140 (+1066.67%)