Text Summarization

Corpus

Name	Description	Size	License	Creator	Download
ThaiSum	The largest dataset for Thai text summarization.	350,000 articles (2.9 GB)	MIT Licence	Nakhun Chumpolsathien	GitHub
TR-TPBS	A dataset for Thai text summarization.	310K articles	MIT License	Nakhun Chumpolsathien	GitHub
XL-Sum	This dataset annotated article-summary pairs from BBC News and covers 45 languages ranging from low to high-resource.	8,268 (for thai)	CC BY-NC-SA 4.0		GitHub
ThaiCrossSum Corpora	Th2En & Th2Zh: The large-scale datasets for Thai text cross-lingual summarization	th-en 310,926 articles and th-zh 310,926 articles		Nakhun Chumpolsathien	GitHub

Pretrained

Model	Detail	Paper	Download
mT5: Multilingual T5	Multilingual T5 (mT5) is a massively multilingual pretrained text-to-text transformer model, trained following a similar recipe as T5.	mT5: A massively multilingual pre-trained text-to-text transformer	GitHub
BertSum	Trained Model by Nakhun Chumpolsathien & Tanachat Arayachutinan	Using Knowledge Distillation from Keyword Extraction to Improve the Informativeness of Neural Cross-lingual Summarization	GitHub
ARedSum	Trained Model by Nakhun Chumpolsathien & Tanachat Arayachutinan	Using Knowledge Distillation from Keyword Extraction to Improve the Informativeness of Neural Cross-lingual Summarization	GitHub
TNCLS	Trained Model from ThaiCrossSum Corpora by Nakhun Chumpolsathien		GitHub
CLS+MS	Trained Model from ThaiCrossSum Corpora by Nakhun Chumpolsathien		GitHub
CLS+MT	Trained Model from ThaiCrossSum Corpora by Nakhun Chumpolsathien		GitHub
XLS – RL-ROUGE	Trained Model from ThaiCrossSum Corpora by Nakhun Chumpolsathien		GitHub
mt5-cpe-kmutt-thai-sentence-sum	This repository contains the finetuned mT5-base model for Thai sentence summarization.		huggingface