Advanced models like CNNs , LSTMs, and Transformers are frequently tested on this dataset.
Often used as a baseline for binary classification performance. jada-imdb
International Conference on Machine Learning (ICML), 2011. Dataset Details Advanced models like CNNs , LSTMs, and Transformers
The original paper that established the large-scale IMDb movie review dataset used widely in Natural Language Processing (NLP) is: Learning Word Vectors for Sentiment Analysis Advanced models like CNNs
This paper introduced a dataset of , specifically balanced with 25,000 positive and 25,000 negative samples. It has since become the benchmark for testing various machine learning and deep learning models, including:
The raw data is hosted by Stanford University and is also available on Kaggle . IMDb Sentiment Analysis Using Naive Bayes - IJFMR