text-summarization

There are 661 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

    Language:Python4k6112599

  • 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

    Language:Python2.3k5546329
  • 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.

    Language:Jupyter Notebook1.6k12014837

  • icoxfog417/awesome-text-summarization

    The guide to tackle with the Text Summarization

    1.3k471209

  • summanlp/textrank

    TextRank implementation for Python 3.

    Language:Python1.2k2947262

  • 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.

    Language:Python8332343128

  • 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)

    Language:Python648141494

  • dongjun-Lee/text-summarization-tensorflow

    Tensorflow seq2seq Implementation of Text Summarization.

    Language:Python6312448195

  • chakki-works/sumeval

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

    Language:Python605191860

  • theamrzaki/text_summurization_abstractive_methods

    Multiple implementations for abstractive text summurization , using google colab

    Language:Jupyter Notebook520922219
  • 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.

    Language:Python42465159

  • 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）

    Language:Python40461553

  • lovit/KR-WordRank

    비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다

    Language:Python345111257

  • uoneway/Text-Summarization-Repo

    텍스트 요약 분야의 주요 연구 주제, Must-read Papers, 이용 가능한 model 및 data 등을 추천 자료와 함께 정리한 저장소입니다.

    3247047

  • yixinL7/BRIO

    ACL 2022: BRIO: Bringing Order to Abstractive Summarization

    Language:Python32323743

  • rohithreddy024/Text-Summarizer-Pytorch

    Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

    Language:Python31782975

  • chen0040/keras-text-summarization

    Text summarization using seq2seq in Keras

    Language:Python2891318129

  • salesforce/factCC

    Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper

    Language:Python269101431

  • Yale-LILY/SummerTime

    An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo

    Language:Python262145229

  • 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.

    Language:Python24861542

  • 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.

    Language:Java208102537

  • jiacheng-xu/DiscoBERT

    Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)

    Language:Python165101330

  • tagucci/pythonrouge

    Python wrapper for evaluating summarization quality by ROUGE package

    Language:Perl16533133

  • salesforce/ctrl-sum

    Resources for the "CTRLsum: Towards Generic Controllable Text Summarization" paper

    Language:Python14581624

  • surmenok/TextSum

    Preparing a dataset for TensorFlow text summarization (TextSum) model.

    Language:Python14412263

  • 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。

    1421028

  • iwangjian/textsum-gan

    Tensorflow re-implementation of GAN for text summarization

    Language:Python13592556

  • gaetangate/text-summarizer

    Python Framework for Extractive Text Summarization

    Language:Python1142231

  • plkmo/NLP_Toolkit

    Library of state-of-the-art models (PyTorch) for NLP tasks

    Language:Python10851327

  • AstraBert/everything-ai

    Your fully proficient, AI-powered and local chatbot assistant🤖

    Language:Python106806

  • luopeixiang/awesome-text-summarization

    Text summarization starting from scratch.

    944016

  • VinAIResearch/BARTpho

    BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese (INTERSPEECH 2022)

    936147

  • aj-naik/Text-Summarization

    Abstractive and Extractive Text summarization using Transformers.

    Language:Jupyter Notebook84206

  • geniusai-research/email-summarization

    A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.

    Language:Python818742

  • 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".

    Language:Python804211

  • uoneway/KoBertSum

    KoBertSum은 BertSum모델을 한국어 데이터에 적용할 수 있도록 수정한 한국어 요약 모델입니다.

    Language:Jupyter Notebook802542