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Search results for natural language processing summarization

natural-language-processing x

summarization x

69 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

Module for automatic summarization of text documents and HTML pages.

Pytextrank ⭐ 2,092

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

Rl4lms ⭐ 1,911

A modular RL library to fine-tune language models to human preferences

Nlp Models Tensorflow ⭐ 1,329

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

Awesome Text Summarization ⭐ 1,179

The guide to tackle with the Text Summarization

Summarization Papers ⭐ 922

Summarization Papers

Pointer_summarizer ⭐ 859

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

Textrank ⭐ 836

TextRank implementation for Python 3.

Dr Doc Search ⭐ 597

Converse with book - Built with GPT-3

Fastrag ⭐ 591

Efficient Retrieval Augmentation and Generation Framework

Llm Finetuning Hub ⭐ 556

Repository that contains LLM fine-tuning and deployment scripts along with our research findings.

Headlines ⭐ 506

Automatically generate headlines to short articles

Bigbird ⭐ 433

Transformers for Longer Sequences

Infomate.club ⭐ 414

RSS feed aggregator with collections and NLP article summarization

Abstractive Summarization With Transfer Learning ⭐ 387

Abstractive summarisation using Bert as encoder and Transformer Decoder

Tensorflow Summarization ⭐ 380

Transformer Pointer Generator ⭐ 314

A Abstractive Summarization Implementation with Transformer and Pointer-generator

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

Text2text ⭐ 268

Text2Text: Crosslingual NLP/G toolkit

Cybertron ⭐ 235

Cybertron: the home planet of the Transformers in Go

Naturalcc ⭐ 220

NaturalCC: An Open-Source Toolkit for Code Intelligence

Text Summarization Repo ⭐ 184

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

Pyrouge ⭐ 155

A Python wrapper for the ROUGE summarization evaluation package

Transformer Abstractive Summarization ⭐ 153

Abstractive Text Summarization using Transformer

Dialogsum ⭐ 153

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

What I Have Read ⭐ 149

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

Rouge 2.0 ⭐ 145

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

Pythonrouge ⭐ 142

Python wrapper for evaluating summarization quality by ROUGE package

Summarus ⭐ 140

Models for automatic abstractive summarization

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Files2rouge ⭐ 128

Calculating ROUGE score between two files (line-by-line)

Nepali_nlp ⭐ 126

A python based library for NLP in Nepali language

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

Abstractive Summarization ⭐ 113

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

Unified Summarization ⭐ 108

Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.

Sa Papers ⭐ 108

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

Long Doc Summarization ⭐ 107

Long Document Summarization Papers

Factsumm ⭐ 102

FactSumm: Factual Consistency Scorer for Abstractive Summarization

Nlp_toolkit ⭐ 101

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

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

2021 Dialogue Summary Competition ⭐ 92

[2021 훈민정음 한국어 음성•자연어 인공지능 경진대회] 대화요약 부문 알라꿍달라꿍 팀의 대화요약 학습 및 추론 코드를 공유하기 위한 레포입니다.

Sadedegel ⭐ 81

A General Purpose NLP library for Turkish

Text summarizer for golang using LexRank

Focusseq2seq ⭐ 75

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

Multi-document summarization tool relying on ILP and sentence fusion

Summarizers ⭐ 72

Package for controllable summarization

Nlp Akash ⭐ 68

Natural Language Processing notes and implementations.

Longsumm ⭐ 67

LongSumm - Scientific Document Summarization Task

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)

A41124835ed0 ⭐ 62

Course materials for "Get Started with NLP in Python"

Copycat Abstractive Opinion Summarizer ⭐ 62

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

Oneai Node ⭐ 61

Natural language processing - summarization, sentiment analysis, topic detection and more.

Awesome Text Summarization ⭐ 59

Text summarization starting from scratch.

Nlp_smalltalk ⭐ 59

A natural language processing toolkit for Pharo Smalltalk

Sedtwik Event Detection From Tweets ⭐ 55

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

Textrank_demo ⭐ 52

A simple website demonstrating TextRank's extractive summarization capability.

Nlp Extractive News Summarization Using Mmr ⭐ 51

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

Li_emnlp_2017 ⭐ 51

Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet

Mukayese ⭐ 51

State-of-the-art NLP tools for Turkish

Lexrankr ⭐ 50

LexRank for Korean.

Vg Gplms ⭐ 49

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

Indonesian_datasets ⭐ 46

NLP Datasets for Indonesian

Factualnlg ⭐ 46

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

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

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

Bunkatopics ⭐ 43

🗺️ Data Cleaning and Textual Data Visualization 🗺️

Summarize Radiology Findings ⭐ 40

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

Targetedsummarization ⭐ 39

TextReducer - A Tool for Summarization and Information Extraction

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

Hf Experiments ⭐ 37

Experiments with Hugging Face 🔬 🤗

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

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.

Sumrized ⭐ 35

Automatic Text Summarization (English/Arabic).

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.

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

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

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

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

Kobertsum ⭐ 31

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

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

Textrank Js ⭐ 28

TextRank algorithm implementation in Javascript

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.

Nlp Stuff ⭐ 27

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

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

Struct_infused_summ ⭐ 25

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

Wikihow_paper_list ⭐ 25

A paper list of research conducted based on wikiHow

Reading List Of Reinforcement Learning For Nlp ⭐ 24

Reading List of Reinforcement Learning for NLP

Rougescore ⭐ 24

Python implementation of ROUGE

Query Focused Sum ⭐ 24

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

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

Nlp Workshop Mlmilan ⭐ 23

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

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