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195 search results found

Cluedatasetsearch ⭐ 2,778

搜索所有中文NLP数据集，附常用英文NLP数据集

Harvesttext ⭐ 2,055

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）

Awesome Text Summarization ⭐ 1,179

The guide to tackle with the Text Summarization

Text Analytics With Python ⭐ 1,073

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.

Summarization Papers ⭐ 922

Summarization Papers

Textrank ⭐ 836

TextRank implementation for Python 3.

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.

Text Summarization Tensorflow ⭐ 586

Tensorflow seq2seq Implementation of Text Summarization.

Sumeval ⭐ 542

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

Clarifai Python ⭐ 384

Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!

Transformersum ⭐ 362

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

Kr Wordrank ⭐ 344

비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Nlg Yongzhuo ⭐ 273

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）

ACL 2022: BRIO: Bringing Order to Abstractive Summarization

Macropodus ⭐ 256

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 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)

Text Summarization Papers ⭐ 245

An Exhaustive Paper List for Text Summarization

Keras Text Summarization ⭐ 243

Text summarization using seq2seq in Keras

Summertime ⭐ 241

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

Summarize ⭐ 210

A python library for simple 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.

100 Days Of Ml Code ⭐ 201

A day to day plan for this challenge. Covers both theoritical and practical aspects

Headliner ⭐ 197

🏖 Easy training and deployment of seq2seq models.

Text Summarization Repo ⭐ 184

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

Text Summarizer Pytorch ⭐ 161

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

Discobert ⭐ 156

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

Text Summarizer ⭐ 152

Understand Text Summarization and create your own summarizer in python

Rouge 2.0 ⭐ 145

ROUGE automatic summarization evaluation toolkit. Support for ROUGE-[N, L, S, SU], stemming and stopwords in different languages, unicode text evaluation, CSV output.

Neural Abstractive Text Summarization with Sequence-to-Sequence Models

Pythonrouge ⭐ 142

Python wrapper for evaluating summarization quality by ROUGE package

Files2rouge ⭐ 128

Calculating ROUGE score between two files (line-by-line)

Awesome Nlp Resources ⭐ 113

a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。

Nlp_toolkit ⭐ 101

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

Text Summarizer ⭐ 101

Python Framework for Extractive Text Summarization

Ctrl Sum ⭐ 100

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

Abstractive Text Summarization ⭐ 99

PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.

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

Textsum Gan ⭐ 85

Tensorflow re-implementation of GAN for text summarization

Nlpbuddy ⭐ 82

A text analysis application for performing common NLP tasks through a web dashboard interface and an API

Skip Thought Tf ⭐ 78

An implementation of skip-thought vectors in Tensorflow

Text Summarization ⭐ 76

Abstractive and Extractive Text summarization using Transformers.

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

Leafnats ⭐ 75

Learning Framework for Neural Abstractive Text Summarization

Email Summarization ⭐ 74

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

Banglanlg ⭐ 70

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".

Nlp Akash ⭐ 68

Natural Language Processing notes and implementations.

Nlpcloud Python ⭐ 63

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...

Bert Transformer For Summarization ⭐ 60

A BERT-Transformer network for abstractive text summarization

Persian Text Summarization Agent

Awesome Text Summarization ⭐ 59

Text summarization starting from scratch.

Essence is a library for Natural Language Processing and Text Summarization in Elixir.

Text Summarization ⭐ 57

Text Summarization using Pointer Attention Models

Extendedsumm ⭐ 56

On Generating Extended Summaries of Long Documents

Text summarization using Lexrank

Li_emnlp_2017 ⭐ 51

Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet

Nlp Extractive News Summarization Using Mmr ⭐ 51

A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.

Summarize ⭐ 51

Simple multi-language Python and NLTK-based implementation of text summarization

Bidirectiona Lstm For Text Summarization ⭐ 49

A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)

Summarize Webpage ⭐ 48

A small NLP SAAS project that summarize a webpage

Text Summarization ⭐ 48

Automagically generates summaries from html or text.

Producttitlesummarizationcorpus ⭐ 41

Dataset for CIKM 2018 paper "Multi-Source Pointer Network for Product Title Summarization"

Nlpcloud Js ⭐ 40

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 much more...

Persian Summarization ⭐ 38

Statistical and Semantical Text Summarizer in Persian Language

Synopsis ⭐ 38

Automagical summarization for webpages and articles. 🔥

A python module that automatically summarizes text documents and web pages

Pn Summary ⭐ 37

A well-structured summarization dataset for the Persian language!

Bert Abstractive Text Summarization ⭐ 36

💨Making communication📞easier and faster🚅for all 👦 + 👧 + 👴 + 👶 + 🐮 + 🐦 + 🐱

Sumrized ⭐ 35

Automatic Text Summarization (English/Arabic).

Text Summarization ⭐ 34

Abstractive and Extractive Deep Learning Methods for Text Summarisation

Allsummarizer ⭐ 33

Multilingual automatic text summarizer using statistical approach and extraction

EMNLP 2022: ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization

Text Summarization And Visualization Using Watson Studio ⭐ 31

Can we quickly summarize & visualize text to get the details about the unstructured data? Yes we can! Please review this code pattern for all the steps involved to quickly summarize & visualize the data.

A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.

Kobertsum ⭐ 31

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

Intelligent_document_finder ⭐ 30

Document Search Engine Tool

Unparalleled Text Summarization Using Gan ⭐ 29

Implementation of paper "Learning to Encode Text as Human-Readable Summaries using GAN"

Transferrl ⭐ 26

Deep Transfer Reinforcement Learning for Text Summarization

A Dataset for Thai Text Summarization with over 310K articles.

Textsummarization ⭐ 24

Extractive Text Summarization Using LDA For Topic Modeling

Cs224n Project ⭐ 24

Abstractive text summarization http://arxiv.org/abs/1509.00685

Autobrewml ⭐ 24

With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.

Nlp Workshop Mlmilan ⭐ 23

Advanced NLP Workshop: word-sense disambiguation with RoBERTa and text summarization with BART (Machine Learning Milan)

Text Summarization Using Nlp ⭐ 23

Text Summarization using NLP to fetch BBC News Article and summarize its text and also it includes custom article Summarization

Nodejs Text Summarizer ⭐ 22

Text summarization based on sentence extraction for nodejs

Text Summarization ⭐ 22

A benchmark dataset for Indonesian text summarization.

Textsummarizer ⭐ 20

TextRank implementation for C#

Nlpcloud Php ⭐ 20

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 much more...

Gazeta: Dataset for automatic summarization of Russian news

Visuallydata ⭐ 19

A large-scale curated dataset of Visual.ly infographics with metadata and additional crowdsourced annotations for research applications in computer vision and natural language processing.

Neu Compression Sum ⭐ 18

Joint Extraction & Compression text Summarization

Textsum_examples ⭐ 18

[deprecated] reference code for textsum

Lexrank.js ⭐ 18

LexRank in JavaScript - a building block for automatic text summarization / テキスト自動要約

News Headline Generation ⭐ 18

Our goal is to implement text summarization by generating headline for a news body using recurrent neural networks. We attempt to reproduce the results in the paper: https://arxiv.org/pdf/1512.01712.pdf

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

In a nutshell, this is a Text Summarizer

Abstractive Text Summarization ⭐ 17

Contrastive Attention Mechanism for Abstractive Text Summarization

Title Generator ⭐ 17

Automatic Text Summarization and Title Generation.

Spacy Summary ⭐ 17

Text summarization using spacy

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Python Text Summarization (184)

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