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text-summarization

Here are 218 public repositories matching this topic...

dipanjanS / text-analytics-with-python

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Non functioning code in chapter 7: sentiwordnet example

ruddjm commented Jun 7, 2019

This is also on page 356.

from nltk.corpus import sentiwordnet as swn

good = swn.senti_synsets('good', 'n')[0]
Traceback (most recent call last):
File "", line 1, in
TypeError: 'filter' object is not subscriptable

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Bug in feature_extractors() (Chapter 4)

2

icoxfog417 / awesome-text-summarization

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The guide to tackle with the Text Summarization

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

Updated May 3, 2020

summanlp / textrank

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TextRank implementation for Python 3.

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

Updated Jun 22, 2019
Python

CLUEbenchmark / CLUEDatasetSearch

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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 Mar 1, 2020
Python

blmoistawinde / HarvestText

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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、句法分析等），无监督或弱监督（种子词）方法

nlp sentiment-analysis unsupervised named-entity-recognition text-summarization dependency-parser text-segmentation text-cleaning new-word-discovery

Updated Apr 29, 2020
Python

dongjun-Lee / text-summarization-tensorflow

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Tensorflow seq2seq Implementation of Text Summarization.

tensorflow text-summarization seq2seq encoder-decoder

Updated Nov 19, 2018
Python

iwangjian / Paper-Reading

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Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.

natural-language-processing deep-learning question-answering text-summarization topic-modeling dialogue-systems

Updated Jun 12, 2020

chakki-works / sumeval

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

machine-learning text-summarization rouge bleu

Updated Nov 15, 2019
Python

theamrzaki / text_summurization_abstractive_methods

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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 Mar 29, 2020
Jupyter Notebook

chen0040 / keras-text-summarization

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Explain about result

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hoanganhtuanfsoft commented Nov 23, 2018

After running about glove text summarization, i could not explain about result. Why the text summarization result is short (about 6 words) while original content has 2428 word. How to change the number of words of result?

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thomasschmied / Text_Summarization_with_Tensorflow

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Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

python nlp machine-learning natural-language-processing deep-learning neural-network tensorflow text-summarization summarization seq2seq sequence-to-sequence encoder-decoder text-summarizer

Updated May 16, 2018
Jupyter Notebook

rohithreddy024 / Text-Summarizer-Pytorch

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

pytorch text-summarization beam-search rl-training mle-training

Updated Oct 1, 2019
Python

kavgan / ROUGE-2.0

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

Updated Apr 9, 2020
Java

surmenok / TextSum

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

machine-learning deep-learning tensorflow text-summarization

Updated Feb 21, 2017
Python

tagucci / pythonrouge

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Python wrapper for evaluating summarization quality by ROUGE package

python natural-language-processing text-summarization summarization rouge evaluation-metrics document-summarization

Updated May 25, 2020
Perl

lovit / KR-WordRank

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Error! when I run the ~ keywords, rank, graph = wordrank_extractor.extract(texts, beta, max_iter, verbose)

1

directv00 commented Dec 3, 2019

Traceback (most recent call last):
File "", line 1, in
File "/data1/kt/work/KR-WordRank/krwordrank/word/_word.py", line 211, in extract
rank, graph = self.train(docs, beta, max_iter, vocabulary, bias)
File "/data1/kt/work/KR-WordRank/krwordrank/word/_word.py", line 319, in train
self.scan_vocabs(docs)
File "/data1/kt/work/KR-WordRank/krwordrank/word/_word.py",

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yongzhuo / Macropodus

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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)

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

Updated Jun 3, 2020
Python

gaetangate / text-summarizer

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Python Framework for Extractive Text Summarization

clustering word2vec word-embeddings text-summarization unsupervised-learning

Updated May 13, 2019
Python

iwangjian / textsum-gan

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Tensorflow re-implementation of GAN for text summarization

tensorflow generative-adversarial-network text-summarization

Updated Oct 6, 2019
Python

persiyanov / skip-thought-tf

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An implementation of skip-thought vectors in Tensorflow

nlp deep-learning tensorflow embeddings text-summarization deeplearning skip-thought-vectors

Updated Jan 28, 2020
Python

yongzhuo / nlg-yongzhuo

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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

Updated May 14, 2020
Python

jiacheng-xu / DiscoBERT

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

natural-language-processing text-summarization microsoft-dynamics-365 bert-model acl2020

Updated Apr 25, 2020
Python

jatana-research / email-summarization

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

machine-learning theano text-summarization skip-thought-vectors

Updated Sep 21, 2018
Python

luopeixiang / awesome-text-summarization

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Text summarization starting from scratch.

nlp text-mining deep-learning text-summarization extractive-summarization papers-collection abstractive-summarization sentence-compression

Updated Mar 11, 2019

kharazi / moujez

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Persian Text Summarization Agent

natural-language-processing text-summarization persian persian-nlp

Updated Jun 22, 2014
JavaScript

vishnu45 / NLP-Extractive-NEWS-summarization-using-MMR

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

machine-learning natural-language-processing text-summarization mmr lexrank rouge-evaluation multi-document-summarization jaccard-coefficient-scores

Updated Jan 20, 2017
Python

DeepsMoseli / Bidirectiona-LSTM-for-text-summarization-

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

deep-learning keras lstm text-summarization attention-layer

Updated Oct 22, 2018
Python

FeiSun / ProductTitleSummarizationCorpus

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

dataset text-summarization

Updated Oct 9, 2018

AdiChat / senpai

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

python module pypi conversation text-summarization segmentation cluster-rank block-score text-rank texttiling vocabulary-introduction

Updated Nov 14, 2016
Python

plkmo / NLP_Toolkit

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

nlp natural-language-processing text-classification machine-translation pytorch style-transfer speech-recognition text-summarization nlp-library text-clustering punctuation-restoration

Updated Jun 15, 2020
Python

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