summarization
There are 1074 repositories under summarization topic.
deepset-ai/haystack
:mag: 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.
miso-belica/sumy
Module for automatic summarization of text documents and HTML pages.
allenai/RL4LMs
A modular RL library to fine-tune language models to human preferences
DerwenAI/pytextrank
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
mesolitica/NLP-Models-Tensorflow
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
chiphuyen/sotawhat
Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.
summanlp/textrank
TextRank implementation for Python 3.
IntelLabs/fastRAG
Efficient Retrieval Augmentation and Generation Framework
xcfcode/Summarization-Papers
Summarization Papers
atulkum/pointer_summarizer
pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
jsksxs360/How-to-use-Transformers
Transformers 库快速入门教程
georgian-io/LLM-Finetuning-Toolkit
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
namuan/dr-doc-search
Converse with book - Built with GPT-3
JuliaStats/StatsBase.jl
Basic statistics for Julia
udibr/headlines
Automatically generate headlines to short articles
SKT-AI/KoBART
Korean BART
HHousen/TransformerSum
Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
santhoshkolloju/Abstractive-Summarization-With-Transfer-Learning
Abstractive summarisation using Bert as encoder and Transformer Decoder
Shivanandroy/simpleT5
simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.
ymfa/seq2seq-summarizer
Pointer-generator reinforced seq2seq summarization in PyTorch
awslabs/generative-ai-cdk-constructs
AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
artitw/text2text
Text2Text: Crosslingual NLP/G toolkit
nlpodyssey/cybertron
Cybertron: the home planet of the Transformers in Go
Alex-Fabbri/Multi-News
Large-scale multi-document summarization dataset and code
bheinzerling/pyrouge
A Python wrapper for the ROUGE summarization evaluation package
abelriboulot/onnxt5
Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
DavidBelicza/PHP-Science-TextRank
:zap: :elephant: TextRank (resource-efficient and low-cost automatic text summarisation) for PHP
j-min/Adversarial_Video_Summary
Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)
summarizepaper/summarizepaper
An AI-powered arXiv paper summarization website with a virtual assistant for answering questions.
kubestellar/kubestellar
KubeStellar - a flexible solution for challenges associated with multi-cluster configuration management for edge, multi-cloud, and hybrid cloud
Hellisotherpeople/CX_DB8
a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)
crabcamp/lexrank
LexRank algorithm for text summarization
shreyaskarnik/DistiLlama
Chrome Extension to Summarize or Chat with Web Pages/Local Documents Using locally running LLMs. Keep all of your data and conversations private. 🔐
DavidBelicza/TextRank
:wink: :cyclone: :strawberry: TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).
pltrdy/files2rouge
Calculating ROUGE score between two files (line-by-line)
IlyaGusev/summarus
Models for automatic abstractive summarization