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Text Summarization

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

하위 태스크: 12
평가표: 37
보존된 평가 기록: 233

Text Summarization is a natural language processing (NLP) task that involves condensing a lengthy text document into a shorter, more compact version while still retaining the most important information and meaning. The goal is to produce a summary that accurately represents the content of the original text in a concise form.

There are different approaches to text summarization, including extractive methods that identify and extract important sentences or phrases from the text, and abstractive methods that generate new text based on the content of the original text.

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

Text Summarization

코드

https://github.com/SYangDong/bert-with-frozen-code

https://github.com/Santosh-Gupta/Arxiv-Manatee

https://github.com/Satan012/BERT

https://github.com/SeoroMin/transformer_pytorch

https://github.com/SeoroMin/transformer_pytorch_ver2

https://github.com/SergiBragos/DLAI-2021-project

https://github.com/Sharif-SLPL/t5-fa

https://github.com/Sharpiless/Versailles-text-generation-with-paddlepaddle

https://github.com/Shasvat-Desai/Shasvat-Desai

https://github.com/Shinya-Kouda/kgc

https://github.com/ShivamRajSharma/Transformer-Architectures-From-Scratch

https://github.com/ShreyasArthur/StyleGAN-2-with-Urban-Plans

https://github.com/ShuvenduBikash/transformer_spelling_corrector

https://github.com/ShwetaBaranwal/Transformer

https://github.com/SiavashCS/sgan_simple

https://github.com/Skumarr53/Attention-is-All-you-Need-PyTorch

https://github.com/Snoopy666/Extractive-User-Review-Summaruzation-using-LSTM

https://github.com/SpikeKing/My-Bert

https://github.com/StevenLai1994/AM_and_LM

https://github.com/StillKeepTry/Transformer-PyTorch

https://github.com/StoneGH/bert

https://github.com/THUNLP-MT/THUMT

https://github.com/TSLNIHAOGIT/bert

https://github.com/TSLNIHAOGIT/bert_run

https://github.com/TYTYTYTYTYTYTYTYTY/558-project

https://github.com/TaiseiAso/BiGruAttEncDec

https://github.com/TellinaTool/nl2bash

https://github.com/The-AI-Summer/self_attention

https://github.com/TheTensorDude/transformer-tf

https://github.com/ThierryBarros/reproduction-textrank

https://github.com/TidalPaladin/neural-summarizer

https://github.com/TieDanCuihua/Get-To-The-Point-Summarization-with-Pointer-Generator-Networks

https://github.com/TieDanCuihua/transformer-Attention-is-All-You-Need

https://github.com/Tixierae/OrangeSum

https://github.com/Tixierae/gow_tools

https://github.com/TonyX19/bert_hyperpartisan