text-summarization

Here are 642 public repositories matching this topic...

CLUEbenchmark / CLUEDatasetSearch

搜索所有中文NLP数据集，附常用英文NLP数据集

nlp qa sentiment-analysis text-classification match machine-translation text-similarity corpus knowledge-graph chinese text-summarization datasets ner machine-reading-comprehension

Updated Nov 21, 2022
Python

blmoistawinde / HarvestText

Star

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

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

Updated Sep 3, 2023
Python

dipanjanS / text-analytics-with-python

Star

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.

python semantic natural-language-processing sentiment-analysis text-classification clustering pattern natural-language scikit-learn sentiment spacy nltk text-summarization gensim stanford-nlp text-analytics

Updated Dec 24, 2020
Jupyter Notebook

icoxfog417 / awesome-text-summarization

Sponsor

Star

The guide to tackle with the Text Summarization

python machine-learning natural-language-processing text-summarization

Updated Nov 27, 2022

summanlp / textrank

Star

TextRank implementation for Python 3.

python nlp natural-language-processing textrank keywords text-summarization summarization

Updated Mar 28, 2023
Python

JohnSnowLabs / nlu

Star

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.

Updated Apr 30, 2024
Python

yongzhuo / Macropodus

Star

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(scientif…

nlp crf similarity text-summarization keyword ner albert cws newword calulator macropodus segnment

Updated Mar 24, 2023
Python

dongjun-Lee / text-summarization-tensorflow

Star

Tensorflow seq2seq Implementation of Text Summarization.

tensorflow text-summarization seq2seq encoder-decoder

Updated Nov 20, 2022
Python

chakki-works / sumeval

Star

Well tested & Multi-language evaluation framework for text summarization.

machine-learning text-summarization rouge bleu

Updated Jul 15, 2022
Python

theamrzaki / text_summurization_abstractive_methods

Star

Multiple implementations for abstractive text summurization , using google colab

nlp machine-learning reinforcement-learning ai deep-learning tensorflow word2vec artificial-intelligence policy-gradient rnn text-summarization seq2seq machinelearning deeplearning encoder-decoder abstractive-text-summarization google-colab pointer-generator google-colaboratory

Updated Oct 6, 2020
Jupyter Notebook

HHousen / TransformerSum

Star

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

machine-learning text-summarization summarization albert extractive-summarization automatic-summarization bert roberta transformer-models pytorch-lightning distilbert summarization-dataset

Updated May 3, 2023
Python

yongzhuo / nlg-yongzhuo

Star

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）

textrank text-summarization textteaser lda nlg lsi nmf tookit lead3 word-significance