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58

428

gpl-3.0

6

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

bert albert roberta distilbert summarization machine-learning pytorch-lightning text-summarization transformer-models summarization-dataset automatic-summarization extractive-summarization

Created 2020-04-07

240 commits to master branch, last one about a year ago

xl-sum csebuetnlp

41

261

unknown

6

This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Compu...

dataset multilingual deep-learning multilinguality machine-learning text-summarisation text-summarization summarization-corpora summarization-dataset low-resource-languages text-summarization-model abstractive-summarization low-resource-summarization multilingual-summarization text-summarization-dataset abstractive-text-summarization low-resource-text-summarizarion multilingual-text-summarization

Created 2021-06-26

17 commits to master branch, last one 10 months ago

CRAFT ziegler-ingo

10

27

apache-2.0

2

Code, datasets, and checkpoints for the paper "CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation"

corpus-data fine-tuning summarization task-specific synthetic-data data-augmentation instruction-tuning question-answering large-language-models summarization-dataset question-answer-generation synthetic-dataset-generation

Created 2024-08-09

14 commits to main branch, last one 4 months ago