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Search results for natural language processing text summarization

natural-language-processing x

text-summarization x

30 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.

Clarifai Python ⭐ 384

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

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

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)

Summertime ⭐ 241

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

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.

Discobert ⭐ 156

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

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.

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

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

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...

Persian Text Summarization Agent

Awesome Text Summarization ⭐ 59

Text summarization starting from scratch.

Nlp Extractive News Summarization Using Mmr ⭐ 51

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

Li_emnlp_2017 ⭐ 51

Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet

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

Pn Summary ⭐ 37

A well-structured summarization dataset for the Persian language!

Sumrized ⭐ 35

Automatic Text Summarization (English/Arabic).

Allsummarizer ⭐ 33

Multilingual automatic text summarizer using statistical approach and extraction

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.

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

A benchmark dataset for Indonesian text summarization.

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...

Textsummarizer ⭐ 20

TextRank implementation for C#

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

Title Generator ⭐ 17

Automatic Text Summarization and Title Generation.

Legal Document Summarization Competition ⭐ 16

The 1st Solution of Legal Document Summarization Competition

Text Summarization ⭐ 15

Using Spacy and NLTK module with Tf-Idf algorithm for text-summarisation. This code will give you the summary of inputted article. You can input text directly or from .txt file, .pdf file or from wikipedia url.

Question Answer Generation ⭐ 15

Question-answer generation from text

Text Summarization ⭐ 14

Summarizer in python with Spacy and Universal Sentence Encoder build on Flask framework

Pytorch Translm ⭐ 14

An implementation of transformer-based language model for sentence rewriting tasks such as summarization, simplification, and grammatical error correction.

Awesome Deeplearning Nlp Papers ⭐ 13

A curated list of Deep learning and NLP must read papers

Split Markdown4gpt ⭐ 11

A Python tool for splitting large Markdown files into smaller sections based on a specified token limit. This is particularly useful for processing large Markdown files with GPT models, as it allows the models to handle the data in manageable chunks.

Text_summarization ⭐ 11

Text summarization with python and transformer

Nutshell ⭐ 10

An unsupervised text summarization and information retrieval library under the hood using natural language processing models

Supersummarizeai ⭐ 8

Unleash the power of AI with SuperSummarizeAI! Effortlessly extract, condense, and clip content from webpages and YouTube videos using ChatGPT. Turning endless streams of content into digestible summaries.

Nlpcloud Go ⭐ 8

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...

Contextual embedding for text blobs.

Text Summarizer Using Bert ⭐ 7

Text summarization with BERT using bert-extractive-summarizer

Nlpcloud Ruby ⭐ 7

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...

Micropress ⭐ 7

An Ink library for automatic text summarization

Text_summarization ⭐ 7

various ways to summarise text using the libraries available for Python: pyteaser, sumy, gensim, pytldr, XLNET, BERT, and GPT2.

Abstractive Text Summarization Using Seq2seq Rnn ⭐ 6

Abstractiv Text Summarization

Text Summarizer ⭐ 6

Text Summary tool - a project which was part of Artificial Intelligence course at BITS Pilani

Lithuanian Language ToolKit

Naive Text Summarizer ⭐ 6

A naive text summarizer written from scratch using text rank algorithm

Covid 19_textanalytics_matlab ⭐ 6

Summarizer ⭐ 6

Text summarization Python library (in progress)

Text Summarizer ⭐ 6

Automatic text summarization using Extractive method.

Lexrank.js ⭐ 6

Unsupervised text summarization using the lexrank algorithm

Chatgpt_as_nlg_evaluator ⭐ 5

Technical Report: Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Text Summarization ⭐ 5

This is an extractive based text summarization.

Transformer Text Summarization ⭐ 5

Small text-summarization application using transformer-based model.

A twitter bot project

Notion Nlp ⭐ 5

Read the text from a Notion database and perform NLP analysis.

Deep Natural Language Processing ⭐ 5

Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.

This is a Natural Language Processing applications WebApp useful for basic NLP task implemented using State of the Art API's on Streamlit Framework

Reddit Tldr Summarizer And Topic Modeling ⭐ 5

Extreme Extractive Text Summarization and Topic Modeling (using LSA and LDA techniques) over Reddit Posts from TLDRHQ dataset.

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