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Diggs dataset
The dataset used for testing the sLDA model [16]. -
ImageNet and SST2 datasets
The dataset used in this study for image and text classification tasks. -
LLM dataset
The dataset used in this paper is not explicitly described, but it is mentioned that it is a large language model (LLM) and that the authors used it to train and evaluate their... -
MMLU dataset
The dataset used in the paper is the Multitask Language Understanding (MMLU) dataset, which consists of 57 tasks from Science, Technology, Engineering, and Math (STEM),... -
SST-2, Irony, IronyB, TREC6, and SNIPS
The dataset used in this paper is SST-2, Irony, IronyB, TREC6, and SNIPS. -
CIFAR-100 and AGNews
Two datasets used for multi-task learning, CIFAR-100 and AGNews. -
Sem2015-Laptop
The dataset used for Aspect-Based Sentiment Analysis (ABSA) experiments. -
Sem2015-Restaurant
The dataset used for Aspect-Based Sentiment Analysis (ABSA) experiments. -
BeerAdvocate
The dataset used for Aspect-Based Sentiment Analysis (ABSA) experiments. -
CitySearch
The dataset used for Aspect-Based Sentiment Analysis (ABSA) experiments. -
A Million News Headlines, Fake and real news, Getting Real about Fake News
The dataset is a combination of 3 singular datasets: A Million News Headlines, Fake and real news, Getting Real about Fake News. -
Rotten Tomatoes
The Rotten Tomatoes dataset has 5331 positive and 5331 negative review sentences. -
Reuters Corpus Volume 2
A multilingual corpus with a collection of 487,000 news stories. -
Harry Potter unlearning dataset
The dataset used in the paper is a concatenation of the original Harry Potter books and synthetic discussions, blog posts, and wiki-like entries about the books. -
Alexa Massive
The dataset used in the paper for instruction tuning of Large Language Models (LLMs) during instruction tuning. -
Sample Selection for Data Augmentation in Natural Language Processing
Deep learning-based text classification models need abundant labeled data to obtain competitive performance. To tackle this, multiple researches try to use data augmentation to...
