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399 search results found

Summarization ⭐ 70

A sequence to sequence model for abstractive text summarization

Nlp Akash ⭐ 68

Natural Language Processing notes and implementations.

Longsumm ⭐ 67

LongSumm - Scientific Document Summarization Task

Summarization Sing Pair Mix ⭐ 67

Code, Models, and Data for the ACL 2019 paper "Scoring Sentence Singletons and Pairs for Abstractive Summarization"

Effective_extractive_summarization ⭐ 66

Code for ACL 2019 paper: "Searching for Effective Neural Extractive Summarization: What Works and What's Next"

Data Science Meetup Oxford ⭐ 65

Content shared at DS-OX Meetup

Copycat Abstractive Opinion Summarizer ⭐ 62

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

A41124835ed0 ⭐ 62

Course materials for "Get Started with NLP in Python"

An open source automatic summarization tool.

Code_summarization_public ⭐ 61

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

Bert Transformer For Summarization ⭐ 60

A BERT-Transformer network for abstractive text summarization

Seq2seq_pointer_generator_summarizer ⭐ 59

A deep learning neural network for abstractive deep summarization

Realsumm ⭐ 59

REALSumm: Re-evaluating Evaluation in Text Summarization

Summarization ⭐ 58

Implementation of different summarization algorithms applied to legal case judgements.

Ncls Corpora ⭐ 57

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

Text Summarization ⭐ 57

Text Summarization using Pointer Attention Models

Summarization Eval ⭐ 55

📝 Reference-Free automatic summarization evaluation with potential hallucination detection

Sedtwik Event Detection From Tweets ⭐ 55

Segmentation based event detection from Tweets. Published at NAACL SRW 2019

Text Auto Summarization ⭐ 54

文本自动摘要

Justcopy ⭐ 54

The ptt news generator

Acl20 Ref Free Eval ⭐ 52

SUPERT: Unsupervised multi-document summarization evaluation & generation

Li_emnlp_2017 ⭐ 51

Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet

Nlp Extractive News Summarization Using Mmr ⭐ 51

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

SUMPY: a python automatic text summarization library

Summarize ⭐ 51

Simple multi-language Python and NLTK-based implementation of text summarization

Lexrankr ⭐ 50

LexRank for Korean.

SideNet: Neural Extractive Summarization with Side Information

Wcep Mds Dataset ⭐ 49

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)

Question Answering and Generation for Summarization

Viddistill ⭐ 48

Automated (YouTube) Video Summarization Using Captions

Question And Answer Summary And Reasoning ⭐ 47

A project for summarization in tf2 and pytorch

Text Learning ⭐ 47

language + text generation + summarization using Keras and Sumy

A python library to compute rouge score for summarization

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

Indonesian_datasets ⭐ 46

NLP Datasets for Indonesian

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

Unsupervised Sentence Summarization ⭐ 45

Unsupervised sentence summarization by contextual matching

Whatsapp Chat Assistant

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.

Structured Neural Summarization ⭐ 41

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

Summarizer ⭐ 41

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

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"

Justcopy Backend ⭐ 40

記者快抄後端，包含爬文、前處理、新聞與markdown生成

Transformer Abstractive Summarization ⭐ 40

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

Abstractive_summarization ⭐ 39

Byte Cup 2018国际机器学习竞赛 23 名（水滴队）代码

Targetedsummarization ⭐ 39

TextReducer - A Tool for Summarization and Information Extraction

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.

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

Hf Experiments ⭐ 37

Experiments with Hugging Face 🔬 🤗

A python module that automatically summarizes text documents and web pages

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

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

Debatesum ⭐ 36

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

Bert Abstractive Text Summarization ⭐ 36

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.

Condigsum ⭐ 35

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

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.

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)

Titlestylist ⭐ 33

Source code for our "TitleStylist" paper at ACL 2020

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

Abtextsumm ⭐ 32

Abstractive Summarization IJCAI paper code

Sum Gan Aae ⭐ 31

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

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)

Multidoc_summarization ⭐ 30

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

Dialogue Summarization

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

Unparalleled Text Summarization Using Gan ⭐ 29

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

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

Summary Workbench ⭐ 28

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

Ils Summ ⭐ 28

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.

Pytorch Twitch Lol ⭐ 27

PyTorch implementation of Video Summarization on Twitch (LOL) dataset

Nlp Stuff ⭐ 27

A bit of everything about text and nlp [IN PROGRESS]

A Bibliometric and Scientometric Python Library Powered with Artificial Intelligence Tools

Code for ACL 21: Generating Query Focused Summaries from Query-Free Resources

Transferrl ⭐ 26

Deep Transfer Reinforcement Learning for Text Summarization

Code for ACL'20 paper "Multi-Granularity Interaction Network for Extractive and Abstractive Multi-Document Summarization" .

Icpc2020_gnn ⭐ 26

Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network

Code for paper Single Document Summarization as Tree Induction

☘️ Code for Convex Aggregation for Opinion Summarization (Iso et al; Findings of EMNLP 2021)

Cs224n Project ⭐ 24

Abstractive text summarization http://arxiv.org/abs/1509.00685

Meetingscribe ⭐ 24

MeetingScribe is an AI-driven command-line tool designed to streamline your meeting experience by handling transcription, translation, and note-taking. Effortlessly generate accurate translation/transcription in English from audio file. Additionally, the tool intelligently creates meeting notes, summaries, and identifies action items.

Rougescore ⭐ 24

Python implementation of ROUGE

Query Focused Sum ⭐ 24

Official code repository for "Exploring Neural Models for Query-Focused Summarization".

Youyakuman ⭐ 24

Extractive summarizer using BertSum as summarization model

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

Dataset, metrics, and models for TACL 2023 paper MACSUM: Controllable Summarization with Mixed Attributes.

Acl2017 Interactive_summarizer ⭐ 23

A general framework for Interactive Multi-Document Summarization

Summarization system taking multiple sentence similarity measures into account

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