138 Open source projects that are alternatives of or similar to gazeta

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.

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

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

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

Abstractive and Extractive Text summarization using Transformers.

Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"

No description or website provided.

Text summarization starting from scratch.

non-anonymized cnn/dailymail dataset for text summarization

FactSumm: Factual Consistency Scorer for Abstractive Summarization

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

TextRank implementation for Python 3.

Natural Language Processing notes and implementations.

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

Python wrapper for evaluating summarization quality by ROUGE package

US Bill Summarization Corpus

source code for 'Improving automatic source code summarization via deep reinforcement learning'

The pytorch implementation of paper "DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization"

Склонение существительных по падежам. Обычно требуются только форма в именительном падеже, одушевлённость и род.

Document Search Engine Tool

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

Russian morphology for Java

Multilingual automatic text summarizer using statistical approach and extraction

Lecture Notes of Andrew Ng's Machine Learning Course

Localization For Blade and Soul 2

Source code for our "TitleStylist" paper at ACL 2020

A Javascript implementation of the Recall-Oriented Understudy for Gisting Evaluation (ROUGE) evaluation metric for summaries.

Generate images from texts. In Russian

Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.

Russian names parsers, gender identification and processing tools

Statistical and Semantical Text Summarizer in Persian Language

👨‍🔬 In Russian: Обновляемая структурированная подборка бесплатных ресурсов по тематикам Data Science: курсы, книги, открытые данные, блоги и готовые решения.

Automatic Text Summarization (English/Arabic).

Few-shot learning framework for opinion summarization published at EMNLP 2020.

Byte Cup 2018 International Machine Learning Contest (3rd prize)

(COLING'18) The source code for the paper "Structure-Infused Copy Mechanisms for Abstractive Summarization".

Scripts for an upcoming blog "Extractive vs. Abstractive Summarization" for RaRe Technologies.

Code and data of "Methods for Detoxification of Texts for the Russian Language" paper

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

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

reimplementing Neural Summarization by Extracting Sentences and Words

Русификатор Mount&Blade Bannerlord

Notetaking Electron app that can answer your questions and makes summaries for you

Code for "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification" (IJCAI 2018)

[EMNLP 2019] Mixture Content Selection for Diverse Sequence Generation (Question Generation / Abstractive Summarization)

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

paribhasha.herokuapp.com/

A well-structured summarization dataset for the Persian language!

Enhance your planning capabilities with this smart bot!

Code for EMNLP 2021 paper "Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization"

Идеи по улучшению языка C++ для обсуждения

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

Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"

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

Experiments with Hugging Face 🔬 🤗

비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다

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）

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

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