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82 search results found

Pegasus ⭐ 1,523

Scitldr ⭐ 631

A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

Cnn Dailymail ⭐ 381

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

Matchsum ⭐ 375

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

Transformer Pointer Generator ⭐ 314

A Abstractive Summarization Implementation with Transformer and Pointer-generator

Long Summarization ⭐ 255

Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"

Wikihow Dataset ⭐ 250

A Large Scale Text Summarization Dataset

Multi News ⭐ 235

Large-scale multi-document summarization dataset and code

Text Summarization Repo ⭐ 184

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

Dialogsum ⭐ 153

DialogSum: A Real-life Scenario Dialogue Summarization Dataset - Findings of ACL 2021

Video Summarization With Lstm ⭐ 150

Implementation of our ECCV 2016 Paper (Video Summarization with Long Short-term Memory)

Summarus ⭐ 140

Models for automatic abstractive summarization

Deep Summarization ⭐ 126

Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews

How2 Dataset ⭐ 125

This repository contains code and metadata of How2 dataset

Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"

📝 Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. In NAACL-HLT, 2019 (oral).

Hiersumm ⭐ 116

Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019

Scientificsummarizationdatasets ⭐ 88

Datasets I have created for scientific summarization, and a trained BertSum model

DSNet: A Flexible Detect-to-Summarize Network for Video Summarization

Video Summarization Resources ⭐ 80

Video Summarization Dataset, Papers, Codes

PyTorch implementation of the ACCV 2018-AIU2018 paper Video Summarization with Attention

Summarization ⭐ 70

A sequence to sequence model for abstractive text summarization

Summarizing_summarization ⭐ 68

We summarize the summarization papers presented at major conferences (starting with ACL 2019)

The repo containing the Critical Role Dungeons and Dragons Dataset.

The first-ever vast natural language generation benchmark for Indonesian, Sundanese, and Javanese. We provide multiple downstream tasks, pre-trained IndoGPT and IndoBART models, and a starter code! (EMNLP 2021)

Awesome_machine_learning_solutions ⭐ 58

A curated list of repositories for my book Machine Learning Solutions.

Ncls Corpora ⭐ 57

Datasets for EMNLP-IJCNLP 2019 paper "NCLS:Neural Cross-Lingual Summarization"

TVSum: Title-based Video Summarization dataset (CVPR 2015)

Wcep Mds Dataset ⭐ 49

Opinosis Summarization ⭐ 49

This repo contains code and dataset for the Opinosis Summarization Framework

SideNet: Neural Extractive Summarization with Side Information

Clts Dataset ⭐ 49

A Chinese Long Text Summarization Dataset

Indonesian_datasets ⭐ 46

NLP Datasets for Indonesian

Producttitlesummarizationcorpus ⭐ 41

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

Summarization Datasets ⭐ 40

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

Ria_news_dataset ⭐ 38

"Rossiya Segodnya" news dataset

Pn Summary ⭐ 37

A well-structured summarization dataset for the Persian language!

Arxiv Manatee ⭐ 37

Arxiv Sanity with novel paper search

Pytorch_vsum Ptr Gan ⭐ 36

A PyTorch implementation of VSumPtrGAN

Textsum_data_generation ⭐ 34

Generating Dataset for Google's Text Summarization Code

Wikilingua ⭐ 30

Multilingual abstractive summarization dataset extracted from WikiHow.

Ils Summ ⭐ 28

Pytorch Twitch Lol ⭐ 27

PyTorch implementation of Video Summarization on Twitch (LOL) dataset

Transferrl ⭐ 26

Deep Transfer Reinforcement Learning for Text Summarization

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

Newshead ⭐ 23

The NewSHead dataset is a multi-doc headline dataset used in NHNet for training a headline summarization model.

Datasets ⭐ 22

datasets for NLP research

Arxiv Manatee Publicupdates ⭐ 22

This will be a public page to inform about updates to our models being developed to search through Arxiv-Sanity papers

The dataset and PyTorch Implementation for ACL 2020 paper "MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization".

Data / annotations for video co-summarization (CVPR15)

A benchmark dataset for Indonesian text summarization.

Gazeta: Dataset for automatic summarization of Russian news

Vietnamesemds ⭐ 17

News_summary ⭐ 17

Dataset and scripts for scraping the news articles from popular sources along with the summary of the article.

Pointer Generator ⭐ 17

Pytorch implementation of the ACL paper 'Get To The Point: Summarization with Pointer-Generator Networks (See et al., 2017)', adapted to a Korean dataset

How Far Are We From Robust Long Abstractive Summarization ⭐ 16

The official code of EMNLP 2022, "How Far are We from Robust Long Abstractive Summarization?".

Vsum_dsf ⭐ 15

The implementation of the paper "Video Summarization using Deep Semantic Features" in ACCV'16

Autobots Transform ⭐ 15

In-memory grouping, summarization, pivoting, cross-tabulation etc. of datasets

Dataskimmer.jl ⭐ 15

📊 A Julia package that summarises tabular data in the REPL

Reddit_collector ⭐ 13

Reddit Collector and Text Processor

Gigaword ⭐ 13

Code to obtain the Gigaword dataset (non-anonymized) for summarization

Gamewikisum ⭐ 13

Video Games Dataset for Multi-Document Summarization

US Bill Summarization Corpus

Fyp Autotextsum ⭐ 12

Automatic Text Summarization with Machine Learning

Cortex_opendata ⭐ 11

High quality open source dataset.

News Tls ⭐ 11

Video Summarization Using Attention ⭐ 11

A Keras Implementation of Supervised Video Summarization using Attention Based Encoder-Decoder Networks

Text_summarization ⭐ 11

Text summarization with python and transformer

Code for WikiAsp: Multi-document aspect-based summarization.

Academic Paper Title Recommendation ⭐ 9

Supervised text summarization (title generation/recommendation) based on academic paper abstracts, with Seq2Seq LSTM and the power of Transfer Learning and T5.

Sum_liputan6 ⭐ 8

The first large-scale summarization corpus for the Indonesian language. AACL 2020.

Orangesum ⭐ 8

The French summarization dataset introduced in "BARThez: a Skilled Pretrained French Sequence-to-Sequence Model".

Caves Data ⭐ 8

CAVES-dataset accepted at SIGIR'22

Entity Summarization with User Feedback, ESWC 2020

Corpus2question ⭐ 8

Using questions to summarize large amounts of textual data.

Dataset and Codes for our EMNLP 2022 Main Conference Long Paper titled "ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts"

Process Data Of Lcsts ⭐ 7

针对LCSTS数据集，目前有两种预处理方式。

Az Summarization ⭐ 7

Abstractive summarization for Azerbaijani language

Querysum Data ⭐ 7

Entitydrivensumm ⭐ 7

Code for EMNLP2019 paper: An Entity-Driven Framework for Abstractive Summarization

Summarization Dpp Capsnet ⭐ 6

Data Driven Summarization ⭐ 6

Data-driven Summarization of Scientific Articles

Bert4summary ⭐ 6

credit to shifangping

Abstractive Text Summarization ⭐ 6

Tosem_codesum ⭐ 5

Wikihow_japanese ⭐ 5

Lcsts Preproc ⭐ 5

preprocessing of chinese summarization dataset LCSTS

Datavisualizerhack ⭐ 5

Worked on analyzing reviews from the yelp dataset, performing keyword extraction, sentiment analysis and generating a word cloud for beter summarization/visualization of the reviews

Code and datasets for the EMNLP 2020 paper "Compressive Summarization with Plausibility and Salience Modeling"

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