Topic: summarization Goto Github

👇 Here are 1003 public repositories matching this topic...

abelriboulot / onnxt5
summarization,Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
User: abelriboulot
nlp nlp-machine-learning onnx onnxruntime transformer transformers inference summarization translation text-generation

alex-fabbri / multi-news
summarization,Large-scale multi-document summarization dataset and code
User: alex-fabbri
summarization multi-news multi-document-summarization

allenai / rl4lms
summarization,A modular RL library to fine-tune language models to human preferences
Organization: allenai
Home Page: https://rl4lms.apps.allenai.org/
language-modeling nlp reinforcement-learning dialogue-generation machine-translation natural-language-processing summarization table-to-text text-generation

artitw / text2text
summarization,Text2Text: Crosslingual NLP/G toolkit
User: artitw
Home Page: https://discord.gg/eHaaUuWpTc
nlp question-generation natural-language-processing natural-language-generation data-augmentation translator cross-lingual multi-lingual question-answering transformers

atulkum / pointer_summarizer
summarization,pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
User: atulkum
nlp deep-learning attention-mechanism summarization pointer-networks pytorch-implmention seq2seq-attn

awslabs / generative-ai-cdk-constructs
summarization,AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
Organization: awslabs
Home Page: https://awslabs.github.io/generative-ai-cdk-constructs/
aws-cdk generative-ai aws langchain retrieval-augmented-generation llm question-answering-system sagemaker summarization amazon-bedrock

bheinzerling / pyrouge
summarization,A Python wrapper for the ROUGE summarization evaluation package
User: bheinzerling
rouge summarization evaluation-metrics nlp

chiphuyen / sotawhat
summarization,Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.
User: chiphuyen
Home Page: https://huyenchip.com/2018/10/04/sotawhat.html
script python arxiv summarization research-tool

cognitivetech / llm-long-text-summarization
summarization,LLM for Long Text Summary (Comprehensive Bulleted Notes) : Walkthrough and Model Rankings
User: cognitivetech
privategpt gpt llm summarization privategpt4linux localai localgpt rag generative-ai

crabcamp / lexrank
summarization,LexRank algorithm for text summarization
Organization: crabcamp
lex rank lexrank algorithm text summary summarization summarizer markov-chains

cylnlp / dialogsum
summarization,DialogSum: A Real-life Scenario Dialogue Summarization Dataset - Findings of ACL 2021
User: cylnlp
dialogue dataset nlp summarization

davidbelicza / php-science-textrank
summarization,:zap: :elephant: TextRank (resource-efficient and low-cost automatic text summarisation) for PHP
User: davidbelicza
Home Page: https://php.science/textrank/
php science textrank search algorithm summarization ai airtificialintelligence

davidbelicza / textrank
summarization,:wink: :cyclone: :strawberry: TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).
User: davidbelicza
go golang textrank summarization token sentence-classification phrase-extraction pagerank

deepset-ai / haystack
summarization,: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.
Organization: deepset-ai
Home Page: https://haystack.deepset.ai
nlp question-answering bert language-model pytorch semantic-search squad information-retrieval summarization transformers

derwenai / pytextrank
summarization,Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
Organization: derwenai
Home Page: https://derwen.ai/docs/ptr/
textrank summarization natural-language-processing nlp machine-learning graph-algorithms spacy spacy-extension natural-language textgraphs

dmmiller612 / lecture-summarizer
summarization,Lecture summarization with BERT
User: dmmiller612
Home Page: https://arxiv.org/abs/1906.04165
bert bert-model summarization pytorch flask extractive-summarization

georgian-io / llm-finetuning-toolkit
summarization,Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
Organization: georgian-io
classification fine-tuning finetuning large-language-models nlp nlp-machine-learning summarization falcon flan-t5 llama2

hellisotherpeople / cx_db8
summarization,a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)
User: hellisotherpeople
Home Page: https://huggingface.co/spaces/Hellisotherpeople/Unsupervised_Extractive_Summarization
universal-sentence-encoder summarizer summarization extractive-summarization token-level-summarization semantic-summarization contextual-summarization debate-evidence flair python

hhousen / transformersum
summarization,Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
User: hhousen
Home Page: https://transformersum.rtfd.io
automatic-summarization machine-learning extractive-summarization bert roberta distilbert albert summarization transformer-models pytorch-lightning

hsuwanting / unified-summarization
summarization,Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.
User: hsuwanting
Home Page: https://hsuwanting.github.io/unified_summ/
deep-learning summarization natural-language-processing

huankoh / long-doc-summarization
summarization,Long Document Summarization Papers
User: huankoh
natural-language-processing nlp summarization text-generation long-document long-document-summarization

ilyagusev / summarus
summarization,Models for automatic abstractive summarization
User: ilyagusev
summarization deep-learning machine-learning nlp pytorch

intellabs / fastrag
summarization,Efficient Retrieval Augmentation and Generation Framework
Organization: intellabs
nlp benchmark colbert information-retrieval semantic-search sentence-transformers summarization transformers diffusion knowledge-graph

j-min / adversarial_video_summary
summarization,Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)
User: j-min
video summarization gan vae pytorch

jsksxs360 / how-to-use-transformers
summarization,Transformers 库快速入门教程
User: jsksxs360
Home Page: https://transformers.run/
nlp pytorch transformers bert classification natural-language-processing ner prompt qa sentiment-classification

juliastats / statsbase.jl
summarization,Basic statistics for Julia
Organization: juliastats
julia statistics summarization statistical-models

kubestellar / kubestellar
summarization,KubeStellar - a flexible solution for challenges associated with multi-cluster configuration management for edge, multi-cloud, and hybrid cloud
Organization: kubestellar
Home Page: https://kubestellar.io
placement scheduling synching deployment edge gitops kubernetes rollout status summarization

law-ai / summarization
summarization,Implementation of different summarization algorithms applied to legal case judgements.
Organization: law-ai
legal-texts artificial-intelligence summarization python

magic282 / neusum
summarization,Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"
User: magic282
natural-language-processing summarization

mesolitica / nlp-models-tensorflow
summarization,Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Organization: mesolitica
nlp machine-learning deep-learning lstm attention lstm-seq2seq-tf neural-machine-translation optical-character-recognition dnc-seq2seq pos-tagging

miso-belica / sumy
summarization,Module for automatic summarization of text documents and HTML pages.
User: miso-belica
Home Page: https://miso-belica.github.io/sumy/
python lsa textteaser html-page summarizer pagerank-algorithm reduction text-extraction html-extraction html-extractor

namuan / dr-doc-search
summarization,Converse with book - Built with GPT-3
User: namuan
gpt3 langchain nlp-machine-learning python summarization

nlpodyssey / cybertron
summarization,Cybertron: the home planet of the Transformers in Go
Organization: nlpodyssey
bart bert machine-translation question-answering zero-shot-classification bert-as-service transformers huggingface text-classification named-entity-recognition

pltrdy / files2rouge
summarization,Calculating ROUGE score between two files (line-by-line)
User: pltrdy
rouge-metric rouge summarization nlp natural-language-processing

revanthrameshkumar / crd3
summarization,The repo containing the Critical Role Dungeons and Dragons Dataset.
User: revanthrameshkumar
nlp dialogue-systems dataset machine-learning acl2020 storytelling summarization

rojagtap / transformer-abstractive-summarization
summarization,Abstractive Text Summarization using Transformer
User: rojagtap
tensorflow deep-learning natural-language-processing nlp abstractive-text-summarization summarization transformers

santhoshkolloju / abstractive-summarization-with-transfer-learning
summarization,Abstractive summarisation using Bert as encoder and Transformer Decoder
User: santhoshkolloju
bert summarization abstractive-summarization abstractive-text-summarization bert-model transformer transfer-learning nlp nlg

shark-nlp / cont
summarization,[NeurIPS'22 Spotlight] CoNT: Contrastive Neural Text Generation
Organization: shark-nlp
Home Page: https://arxiv.org/pdf/2205.14690.pdf
generation contrastive-learning machine-translation pytorch summarization

shivanandroy / simplet5
summarization,simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.
User: shivanandroy
t5 transformers summarization translation classification pytorch simplet5 finetune fine-tuning t5-model

shreyaskarnik / distillama
summarization,Chrome Extension to Summarize or Chat with Web Pages/Local Documents Using locally running LLMs. Keep all of your data and conversations private. 🔐
User: shreyaskarnik
chrome-extension llama2 llms local-llm ollama summarization retrieval-augmented-generation langchain mistral-7b readability

skt-ai / kobart
summarization,Korean BART
Organization: skt-ai
summarization language-model korean-nlp

summanlp / textrank
summarization,TextRank implementation for Python 3.
Organization: summanlp
Home Page: https://pypi.org/project/summa/
textrank summarization keywords python nlp natural-language-processing text-summarization

summarizepaper / summarizepaper
summarization,An AI-powered arXiv paper summarization website with a virtual assistant for answering questions.
User: summarizepaper
ai arxiv arxiv-papers chatgpt django gpt3 langchain llm openai python

sushil79g / nepali_nlp
summarization,A python based library for NLP in Nepali language
User: sushil79g
nepali nlp nepali-nlp machine-learning deep-learning summarization nepal ocr

tagucci / pythonrouge
summarization,Python wrapper for evaluating summarization quality by ROUGE package
User: tagucci
summarization rouge natural-language-processing document-summarization python evaluation-metrics text-summarization

udibr / headlines
summarization,Automatically generate headlines to short articles
User: udibr
keras nlp generation summarization rnn

xcfcode / summarization-papers
summarization,Summarization Papers
User: xcfcode
nlp summarization text-generation natural-language-processing chatgpt pretrained-language-model

xcfcode / what-i-have-read
summarization,Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers
User: xcfcode
Home Page: http://xcfeng.net/notes.html
nlp summarization acl emnlp aaai naacl slides presentation gnn knowledge-distillation

yaoxiaoyuan / mimix
summarization,Mimix: A Text Generation Tool and Pretrained Chinese Models
User: yaoxiaoyuan
chinese-chatbot chinese-nlp gpt-2 poetry-generation question-generation seq2seq summarization text-similarity comment-generation essay-generation

ymfa / seq2seq-summarizer
summarization,Pointer-generator reinforced seq2seq summarization in PyTorch
User: ymfa
pytorch seq2seq attention-mechanism pointer-network reinforcement-learning abstractive-summarization coverage-mechanism attention coverage summarizer