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726 search results found

Lexrankr ⭐ 50

LexRank for Korean.

Node Nlpsum ⭐ 50

Nodejs text sumarization

Blog In The Issues ⭐ 50

A personalised tech-blog, notebook, diary, presentation and introduction.

SideNet: Neural Extractive Summarization with Side Information

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)

Wcep Mds Dataset ⭐ 49

Opinosis Summarization ⭐ 49

This repo contains code and dataset for the Opinosis Summarization Framework

Clts Dataset ⭐ 49

A Chinese Long Text Summarization Dataset

Vg Gplms ⭐ 49

The code repository for EMNLP 2021 paper "Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization".

Viddistill ⭐ 48

Automated (YouTube) Video Summarization Using Captions

Text Summarization ⭐ 48

Automagically generates summaries from html or text.

Question Answering and Generation for Summarization

Text Learning ⭐ 47

language + text generation + summarization using Keras and Sumy

Question And Answer Summary And Reasoning ⭐ 47

A project for summarization in tf2 and pytorch

A python library to compute rouge score for summarization

A python pipeline to identify IS (Insertion Sequence) elements in genome and metagenome

Factualnlg ⭐ 46

Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"

The code for ACL2020 paper "Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization"

Teal_deer ⭐ 46

Teal deer (from TL;DR) helps you get the gist of all the stuff you need to read, so you don't have to read it all at once.

Indonesian_datasets ⭐ 46

NLP Datasets for Indonesian

Code and Data Repo for ACL'23 Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"

Summary_loop ⭐ 45

Codebase for the Summary Loop paper at ACL2020

Unsupervised Sentence Summarization ⭐ 45

Unsupervised sentence summarization by contextual matching

Turkish Bert Nlp Pipeline ⭐ 44

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

Unofficial (Golang) Go bindings for the Hugging Face Inference API

Whatsapp Chat Assistant

Query Video Summary ⭐ 44

Code and demos for our paper at ACM MM 2017

Bunkatopics ⭐ 43

🗺️ Data Cleaning and Textual Data Visualization 🗺️

Lancosum ⭐ 42

A toolkit for abstractive summarization, which is easy to implement the baseline and our proposed models, which can achieve the SOTA performance.

Machine Learning Notes ⭐ 42

Lecture Notes of Andrew Ng's Machine Learning Course

Text Summarization ⭐ 42

Text summarization algorithm for the Capstone Project at Springboard code bootcamp

Llm Book Summarization ⭐ 41

LLM for Book Summarization & Q\A : Walkthrough and Model Rankings

Summarizer ⭐ 41

Python summarization library used by /u/Key_Points and /u/samacharbot

Producttitlesummarizationcorpus ⭐ 41

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

Structured Neural Summarization ⭐ 41

A repository with the code for the paper with the same title

Justcopy Backend ⭐ 40

記者快抄後端，包含爬文、前處理、新聞與markdown生成

Summary Explorer ⭐ 40

Summary Explorer is a tool to visually explore the state-of-the-art in text summarization.

Summarization Datasets ⭐ 40

Pre-processing and in some cases downloading of datasets for the paper "Content Selection in Deep Learning Models of Summarization."

Summarize Radiology Findings ⭐ 40

Code and pretrained model for paper "Learning to Summarize Radiology Findings"

Transformer Abstractive Summarization ⭐ 40

Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"

Targetedsummarization ⭐ 39

TextReducer - A Tool for Summarization and Information Extraction

Abstractive_summarization ⭐ 39

Byte Cup 2018国际机器学习竞赛 23 名（水滴队）代码

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

Persian Summarization ⭐ 38

Statistical and Semantical Text Summarizer in Persian Language

Summarizepaper ⭐ 38

An AI-powered arXiv paper summarization website with a virtual assistant for answering questions.

Synopsis ⭐ 38

Automagical summarization for webpages and articles. 🔥

Ria_news_dataset ⭐ 38

"Rossiya Segodnya" news dataset

Pn Summary ⭐ 37

A well-structured summarization dataset for the Persian language!

Ngram Graphs ⭐ 37

🎓RESEARCH [NLP] Analysis of N-gram Graphs and their applications in the domain of Text Classification and Extraction based Summarization

A python module that automatically summarizes text documents and web pages

Hf Experiments ⭐ 37

Experiments with Hugging Face 🔬 🤗

Arxiv Manatee ⭐ 37

Arxiv Sanity with novel paper search

Summarization ⭐ 37

Performs multi document summarization. Includes a method to generate summaries: The method uses a sentence importance score calculator based on various semantic features and a semantic similarity score to select sentences that would be most representative of the document. It uses stack-decoder algorithm as used as a template and builds on it to produce summaries that are closer to optimal.

Bert Abstractive Text Summarization ⭐ 36

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

Nlp_workshop_odsc_europe20 ⭐ 36

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

The Summarizer from the Web IR / NLP Group (WING), hence SWING, is a modular, state-of-the-art automatic extractive text summarization system. It is used as the basis for summarization research at the National University of Singapore. It performs as one of the leading automatic summarization systems in the international TAC competition, getting high marks for the ROUGE evaluation measure

機械学習プロフェッショナルシリーズ深層学習による自然言語処理

Sume is an implementation of the concept-based ILP model for summarization.

Debatesum ⭐ 36

Corresponding code repo for the paper at COLING 2020 - ARGMIN 2020: "DebateSum: A large-scale argument mining and summarization dataset"

Hmnet End To End Abstractive Summarization For Meetings ⭐ 36

"End-to-End Abstractive Summarization for Meetings" paper - Unofficial PyTorch Implementation

Pytorch_vsum Ptr Gan ⭐ 36

A PyTorch implementation of VSumPtrGAN

Oneai Python ⭐ 35

Python SDK for One AI APIs. One AI is an NLP-as-a-service platform. Our APIs enables language comprehension in context, transforming texts from any source into structured data to use in code.

Sumrized ⭐ 35

Automatic Text Summarization (English/Arabic).

Condigsum ⭐ 35

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

The pmartR R package provides functionality for quality control, normalization, exploratory data analysis, and statistical analysis of mass spectrometry (MS) omics data, in particular proteomic (either at the peptide or the protein level), lipidomic, and metabolomic data.

Textsum_data_generation ⭐ 34

Generating Dataset for Google's Text Summarization Code

Repository for Unsupervised Sentence Compression using Denoising Auto-Encoders

Videosearchengine ⭐ 34

Semantically be able to search through a database of videos (using generated summaries)

Text Summarization ⭐ 34

Abstractive and Extractive Deep Learning Methods for Text Summarisation

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

Tree-based Autofolding Software Summarization Algorithm

Titlestylist ⭐ 33

Source code for our "TitleStylist" paper at ACL 2020

BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization (ACL 2019)

Summarization ⭐ 33

Teacheasy ⭐ 32

A goto software for teachers and students.

Abtextsumm ⭐ 32

Abstractive Summarization IJCAI paper code

This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.

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.

Sum Gan Aae ⭐ 31

A PyTorch Implementation of SUM-GAN-AAE from "Unsupervised Video Summarization via Attention-Driven Adversarial Learning" (MMM 2020)

Kobertsum ⭐ 31

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

Control Over Copying ⭐ 31

(AAAI'20) The source code for the paper "Controlling the Amount of Verbatim Copying in Abstractive Summarization".

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

The official implementation of 'Align and Attend: Multimodal Summarization with Dual Contrastive Losses' (CVPR 2023)

Wikilingua ⭐ 30

Multilingual abstractive summarization dataset extracted from WikiHow.

A Dataset for Thai text summarization from Thairath, ThaiPBS, Prachathai and The Standard with over 350,000 articles. Trained models are provided.

Nlp Flask Website ⭐ 30

A simple Flask website for all NLP tasks which includes Text Preprocessing, Keyword Extraction, Text Summarization etc. Created Date: 30 Jan 2019

Dialogue Summarization

Multidoc_summarization ⭐ 30

Code for the EMNLP 2018 paper "Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization"

Technical Articles ⭐ 29

Technical Pieces collected in practices

Awesome Multi Document Summarization ⭐ 29

A curated list of Multi-Document Summarization papers, articles, tutorials, slides , datasets, and projects

Code for the ACL 2017 paper "Selective Encoding for Abstractive Sentence Summarization"

Unparalleled Text Summarization Using Gan ⭐ 29

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

Textrank Js ⭐ 28

TextRank algorithm implementation in Javascript

Summary Workbench ⭐ 28

Framework for unified summarisation and evaluation of English documents using state-of-the-art models and measures.

Ils Summ ⭐ 28

Text Generation Papers ⭐ 28

Paper collection of Neural Text Generation

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

Summary Reward No Reference ⭐ 28

A reference-free metric for measuring summary quality, learned from human ratings.

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