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jupyter-notebook x

summarization x

91 search results found

Haystack ⭐ 12,474

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Nlp_course ⭐ 9,139

YSDA course in Natural Language Processing

Nlp Models Tensorflow ⭐ 1,329

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

Headlines ⭐ 506

Automatically generate headlines to short articles

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Emnlp 2019 Papers ⭐ 233

Statistics and Accepted paper list with arXiv link of EMNLP-IJCNLP 2019

Transformer Abstractive Summarization ⭐ 153

Abstractive Text Summarization using Transformer

Nepali_nlp ⭐ 126

A python based library for NLP in Nepali language

Abstractive Summarization ⭐ 113

Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.

Abstractive Text Summarization ⭐ 99

PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

Scientificsummarizationdatasets ⭐ 88

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

Harry_potter_nlp ⭐ 77

Harry Potter and the Allocation of Dirichlet

Bert_summarization_1 ⭐ 64

Tutorial for first time BERT users,

A41124835ed0 ⭐ 62

Course materials for "Get Started with NLP in Python"

Codebase, data and models for the SummaC paper in TACL

Text Auto Summarization ⭐ 54

文本自动摘要

Mukayese ⭐ 51

State-of-the-art NLP tools for Turkish

Factualnlg ⭐ 46

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

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.

Turkish Bert Nlp Pipeline ⭐ 44

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

Query Video Summary ⭐ 44

Code and demos for our paper at ACM MM 2017

Arxiv Manatee ⭐ 37

Arxiv Sanity with novel paper search

Pn Summary ⭐ 37

A well-structured summarization dataset for the Persian language!

Pytorch_vsum Ptr Gan ⭐ 36

A PyTorch implementation of VSumPtrGAN

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.

Kobertsum ⭐ 31

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

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.

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

Nlp Stuff ⭐ 27

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

Dynamic Transformer Ensembles ⭐ 27

Dynamic ensemble decoding with transformer-based models

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

Nlp Workshop Mlmilan ⭐ 23

Advanced NLP Workshop: word-sense disambiguation with RoBERTa and text summarization with BART (Machine Learning Milan)

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

Video Summarization using Statistics and Machine Learning

Verseagility ⭐ 21

Ramp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.

Youtube Summariser ⭐ 19

Summarise YouTube videos and save time!

News Headline Generation ⭐ 18

Our goal is to implement text summarization by generating headline for a news body using recurrent neural networks. We attempt to reproduce the results in the paper: https://arxiv.org/pdf/1512.01712.pdf

News_summary ⭐ 17

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

Text Summarizer ⭐ 16

Comparing state of the art models for text summary generation

Code Generation as a Dual Task of Code Summarization.

Text Summarization ⭐ 15

Jupyter notebooks for text summarization using Deep Learning techniques

Data_analysis_tutorial ⭐ 15

Text Summarization Experiment ⭐ 14

Experiment on text summarization techniques and exploring Tensorflow.

Text Summarization ⭐ 13

A text summarization project

Kobart Voice Summarization ⭐ 13

PyTorch KoBART/DistilKoBART Application

2021 Spring Main ⭐ 12

Scripts For Extractive Summarization ⭐ 12

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

Extractive Text Summarization ⭐ 11

Extractive Text Summarization in Python

Text_summarization ⭐ 11

Text summarization with python and transformer

Is Karthikbmk ⭐ 11

karthikbmk's independent study

2020 Spring Main ⭐ 10

Amld 2018 ⭐ 10

Text_summarization_using_bidirectional_lstm ⭐ 10

Medium_summarizer ⭐ 9

Using Extractive summarization to summarize medium posts

T5 Text To Text Transfer Transformer ⭐ 9

Demo of the T5 model for various pre-trained task.

Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification

Essentially ⭐ 9

Tool to Summarize and Analyze Articles

Research Paper Summarization ⭐ 9

Text Summarization for Research Papers

Orangesum ⭐ 8

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

Aieducation ⭐ 8

2021 ~ present. NLP 관련 공부 기록

Bengali Text Summarization ⭐ 8

Text analysis for Bengali Text Summarization using Deep Learning

Corpus2question ⭐ 8

Using questions to summarize large amounts of textual data.

Inter Intra Attentions ⭐ 8

An experimental custom seq-2-seq model with both layer-wise (inter-layer), and intra-layer attention (attention to previous hidden states of the same RNN unit) for abstractive summarization.

2020 Summer Main ⭐ 8

Graph_summarization ⭐ 8

Browser for Graph Genomes built with VG based on Graph Summarization to provide semantic zoom. As a user zooms in on a graph genome, the topology becomes more complex. Provides visualization for variation within a species of plant or animal. Designed to scale up to thousands of specimens and provide useful visualizations.

Cnn_lstm_seq2seq ⭐ 7

CNN LSTM Seq2Seq Model for Abstractive Text Summarization

Insight_extractor ⭐ 7

A package of a simple version of the Considdr (2014-2020) ML model used to extract insights from full text documents.

Textsummarization ⭐ 7

Text Summarization in Pytorch The aim of this project is to build a text summarizer that summarize Amazon Reviews.

Complimentary code for our paper HunSum-1: an Abstractive Summarization Dataset for Hungarian

Wikipedia Article Summarizer ⭐ 7

Wikipedia Article Summarizer a simple Python project based on NLP techniques

Smart_review_summarization ⭐ 6

First Smart Review Summarization Tool

Summary_final ⭐ 6

Long text summarization using pointer generator networks

Auto Tldr Textrank ⭐ 6

Extractive Summarization based on statements ranked using TextRank

This work in progress presents a proposal aimed to minimize problems related to AS, since some extractive techniques are not totally prepared to handle with some issues, such as typos, synonyms and other orthographic variations.

Thaicrosssum_corpora ⭐ 6

Thai Crosslingual Summarization Datasets.

Attention Based Clinical Note Summarization ⭐ 6

A new approach to extract clinical summaries from discharge notes

Tweet Travel Blog Summary ⭐ 6

Textrank Directed Graph ⭐ 6

unsupervised graph-based ranking model

Facet-Aware Evaluation for Extractive Summarization, ACL 2020

Code and Data for paper: Fair Abstractive Summarization of Diverse Perspectives

Extractive_text_summarization ⭐ 6

Extractive text summarization using various algorithms

An end-to-end event extraction and summarization system.

Summarization ⭐ 5

Abstractly summarize information using machines

Huawei Project ⭐ 5

Summarization task

Tech Projects and Notes

Get To The Point Summarization With Pointer Generator Networks ⭐ 5

Pytorch implementation of Get To The Point: Summarization with Pointer-Generator Networks (2017) by Abigail See et al.

Sagemaker Document Understanding ⭐ 5

Text_summarization_and_widgets ⭐ 5

Digestant ⭐ 5

Modules for effectively digesting data from Twitter and Reddit using ML, NLP and statistics.

Text Summarization ⭐ 5

Together learn the basics of Machine Learning and build a Text_Summarization model from scratch!

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